WO2018145447A1 - 一种终端工作控制方法、装置及终端 - Google Patents

一种终端工作控制方法、装置及终端 Download PDF

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Publication number
WO2018145447A1
WO2018145447A1 PCT/CN2017/099832 CN2017099832W WO2018145447A1 WO 2018145447 A1 WO2018145447 A1 WO 2018145447A1 CN 2017099832 W CN2017099832 W CN 2017099832W WO 2018145447 A1 WO2018145447 A1 WO 2018145447A1
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Prior art keywords
information
environment
terminal
user
aware
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PCT/CN2017/099832
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English (en)
French (fr)
Inventor
沈少武
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中兴通讯股份有限公司
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Publication of WO2018145447A1 publication Critical patent/WO2018145447A1/zh

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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04M—TELEPHONIC COMMUNICATION
    • H04M1/00—Substation equipment, e.g. for use by subscribers
    • H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/724—User interfaces specially adapted for cordless or mobile telephones
    • H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
    • H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/445—Program loading or initiating
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/445—Program loading or initiating
    • G06F9/44505—Configuring for program initiating, e.g. using registry, configuration files
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04M—TELEPHONIC COMMUNICATION
    • H04M1/00—Substation equipment, e.g. for use by subscribers
    • H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/724—User interfaces specially adapted for cordless or mobile telephones
    • H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
    • H04M1/72457—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to geographic location
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04M—TELEPHONIC COMMUNICATION
    • H04M1/00—Substation equipment, e.g. for use by subscribers
    • H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/725—Cordless telephones

Definitions

  • the present disclosure relates to the field of terminal control, and in particular, to a terminal operation control method, apparatus, and terminal.
  • the terminal control requires user settings, such as setting an alarm clock, a notepad reminder, a calendar reminder, etc.; the terminal completes the operation at a predetermined time point through a pre-arranged task, and relies on user management and setting operations.
  • the embodiments of the present disclosure provide a terminal operation control method, apparatus, and terminal, to solve the problem that the terminal control relies on user management and setting operations.
  • a terminal work control method including:
  • the terminal device to sense and adopt the environment-aware parameter of the user's surrounding environment to process the environment-aware parameter and obtain the environment-aware key information;
  • the actual parameter values of the operating parameters to be controlled are determined and executed.
  • a terminal operation control apparatus including: an acquisition module and a control module, wherein
  • the collecting module is configured to collect the living work information of the user according to the preset working parameters to be controlled, as the auxiliary information reference value, and use the terminal device to sense and adopt the environment sensing parameter of the user surrounding environment;
  • the control module is configured to process the environment-aware parameter to obtain the environment-aware key information; invoke the environment-aware library to determine the control characteristics of the current environment of the terminal according to the environment-aware key information; determine the control to be controlled according to the current environment control characteristics and the auxiliary information reference value
  • the actual parameter values of the working parameters are executed.
  • a terminal including: a sensing module, a memory, and a processor, where
  • the sensing module is configured to use the terminal device to sense and adopt environment-aware parameters of the user's surrounding environment;
  • the processor is configured to collect the living work information of the user according to the preset working parameters to be controlled, as a reference value of the auxiliary information; process the environment-aware parameter to obtain the environment-aware key information; invoke the environment-aware library, and determine the terminal according to the environment-aware key information.
  • the current environment control characteristics according to the current environment control characteristics and auxiliary information reference values, determine the actual parameter values of the operating parameters to be controlled, and execute.
  • a computer storage medium having stored therein computer executable instructions for performing the aforementioned terminal work control method.
  • the embodiment of the present disclosure provides a terminal work control method, which collects life and work information of a user.
  • the terminal device senses and adopts the environment-aware parameter of the user's surrounding environment, processes the environment-aware parameter, acquires the environment-aware key information, invokes the environment-aware library, and determines the current environment's control characteristics according to the environment-aware key information.
  • the control characteristics of the current environment and the reference value of the auxiliary information the actual parameter value of the working parameter to be controlled is determined, and the control of the terminal work is implemented, and the terminal itself runs completely without the user setting in the whole process.
  • the terminal control relies on the problem of user management and setting operations, which enhances the user experience.
  • FIG. 1 is a flowchart of a terminal operation control method according to a first embodiment of the present disclosure
  • FIG. 2 is a schematic structural diagram of a terminal operation control apparatus according to a second embodiment of the present disclosure
  • FIG. 3 is a schematic structural diagram of a terminal according to a third embodiment of the present disclosure.
  • FIG. 4 is a schematic structural diagram of a smart terminal according to a fourth embodiment of the present disclosure.
  • FIG. 5 is a schematic diagram of an environment aware library according to a fourth embodiment of the present disclosure.
  • FIG. 6 is a schematic diagram of an auxiliary acquisition module according to a fourth embodiment of the present disclosure.
  • FIG. 7 is a schematic diagram of an environment collection module according to a fourth embodiment of the present disclosure.
  • FIG. 8 is a schematic diagram of a photosensor module according to a fourth embodiment of the present disclosure.
  • FIG. 9 is a schematic diagram of cell identification according to a fourth embodiment of the present disclosure.
  • FIG. 10 is a schematic diagram of an image recognition apparatus according to a fourth embodiment of the present disclosure.
  • FIG. 11 is a flowchart of a method for working in a terminal according to a fourth embodiment of the present disclosure.
  • the terminal involved in the present disclosure includes a mobile phone, a tablet, a PAD, and the like.
  • the terminal operation control method provided in this embodiment includes:
  • S101 Collect, according to a preset working parameter to be controlled, a living work information of the user, as a reference value of the auxiliary information;
  • S102 Using the terminal device to sense and adopt the environment-aware parameter of the user's surrounding environment, processing the environment-aware parameter, and acquiring the environment-aware key information;
  • S103 Calling an environment aware library to determine a control characteristic of the current environment of the terminal according to the environment-aware key information
  • S104 Determine an actual parameter value of the to-be-controlled operating parameter according to a current environment control characteristic and an auxiliary information reference value, and execute the parameter.
  • the life work information of the collecting user in the above embodiment includes:
  • the analysis user uses the terminal to perform daily interaction data, and indirectly obtains the living work information set by the user as indirect information in the auxiliary information reference value.
  • the terminal work control method in the foregoing embodiment, before collecting the life work information of the user further includes:
  • the environment awareness library in the foregoing embodiment includes scenario information of at least one life work scenario, the scenario information includes control attributes for controlling operation of the terminal, and identification information for identifying the current scene, and the key is perceived according to the environment.
  • the information determines the control characteristics of the current environment of the terminal, including:
  • the control attribute corresponding to the scene information is called as the control characteristic of the current environment.
  • the terminal operation control method in the foregoing embodiment further includes: determining, when the new scene information is detected, determining a control attribute of the new scene information according to the user operation, and determining identification information of the new scene information according to the terminal sensing result; Update the new scene information to the environment aware library.
  • the using the terminal device to perceive and adopt the environment-aware parameter of the user's surrounding environment in the foregoing embodiment includes:
  • the terminal device uses the terminal device to obtain a signal strength change value, the signal strength change value including a current cellular signal strength change value and/or a wireless local area network signal strength change value.
  • the terminal work control apparatus provided in this embodiment includes: an acquisition module 21 and a control module 22, where
  • the collecting module 21 is configured to collect the living work information of the user according to the preset working parameters to be controlled, as the auxiliary information reference value, and use the terminal device to sense and adopt the environment sensing parameter of the user surrounding environment;
  • the control module 22 is configured to process the environment-aware parameter, obtain the environment-aware key information, invoke the environment-aware library, determine the control characteristics of the current environment of the terminal according to the environment-aware key information, and determine according to the current environment control characteristics and the auxiliary information reference value.
  • the actual parameter value of the operating parameter to be controlled is executed.
  • the collection module in the foregoing embodiment is configured to directly invoke the life work information set by the user as direct information in the auxiliary information reference value; analyze the user to use the terminal to perform daily interaction data, and indirectly obtain the life work set by the user. Information as indirect information in the auxiliary information reference value.
  • the terminal work control apparatus in the foregoing embodiment further includes a setting module, configured to set an environment sensing parameter to be perceived according to a user operation before collecting the life work information of the user; and set the to-be-controlled according to the user operation. Control work parameters.
  • the environment awareness library in the foregoing embodiment includes scenario information of at least one living work scenario
  • the scenario information includes control attributes for controlling operation of the terminal, and identification information for identifying the current scene
  • the control module is configured to: Comparing the environment to the key information and the identification information in each scene information; determining the corresponding scene information according to the comparison result; and calling the control attribute of the corresponding scene information as the control characteristic of the current environment.
  • control module in the foregoing embodiment is further configured to: when the new scene information is detected, determine a control attribute of the new scene information according to the user operation, determine the identification information of the new scene information according to the terminal perception result, and determine the new scene.
  • the information is updated into the context aware library.
  • the collection module in the foregoing embodiment is configured to acquire the terminal location information by using the terminal device; and/or obtain the light change value by using the terminal device; and/or obtain the picture, audio, and At least one of the motion states; and/or, using the terminal device to obtain a signal strength change value, the signal strength change value including a current cellular signal strength change value and/or a wireless local area network signal strength change value.
  • all the functional modules in the embodiment shown in FIG. 2 can be implemented by using a processor, an editing logic device, or the like.
  • the terminal provided in this embodiment includes: a sensing module 31, a memory 32, and a processor 33, where
  • the sensing module 31 is configured to use the terminal device to sense and adopt environment-aware parameters of the user's surrounding environment;
  • the processor 32 is configured to collect the living work information of the user according to the preset working parameters to be controlled, as the auxiliary information reference value; process the environment-aware parameter to obtain the environment-perceived key information; invoke the environment-aware library, and perceive the key information according to the environment. Determining the control characteristics of the current environment of the terminal; determining the actual parameter values of the operating parameters to be controlled according to the control characteristics of the current environment and the reference value of the auxiliary information, and executing.
  • the processor in the foregoing embodiment is used to directly invoke the life work information set by the user as direct information in the auxiliary information reference value; analyze the user to use the terminal to perform daily interaction data, and indirectly obtain the life work information set by the user. , as indirect information in the auxiliary information reference value.
  • the processor in the foregoing embodiment is further configured to: before collecting the life work information of the user, set the environment-aware parameter to be perceived according to the user operation; and set the to-be-controlled work parameter to be controlled according to the user operation.
  • the environment awareness library in the foregoing embodiment includes scenario information of at least one life work scenario, the scenario information includes control attributes for controlling operation of the terminal, and identification information for identifying the current scene, the processor.
  • the comparison information is used to compare the key information of the environment and the identification information in each scene information; according to the comparison result, the corresponding scene information is determined; and the control attribute corresponding to the scene information is invoked as the control characteristic of the current environment.
  • the processor in the foregoing embodiment is further configured to: when detecting new scene information, determine a control attribute of the new scene information according to a user operation, determine identification information of the new scene information according to the terminal perception result; The scene information is updated to the environment aware library.
  • the sensing module in the above embodiment is configured to acquire terminal location information using the terminal communication unit; and/or to acquire a light change value using the terminal light recognition sensor; and/or to acquire the current environment using the terminal auxiliary device. At least one of picture, audio, and motion states; and/or, using a terminal communication unit to obtain a signal strength change value, the signal strength change value including a current cellular signal strength change value and/or a wireless local area network signal strength change value.
  • the terminal can self-perceive the change of the environment and enter the corresponding working mode, and monitor the real-time dynamic of the user at all times, respond at the necessary time, notify or remind the user of the What to do and what not to do is the origin of the idea of the present invention. For example, if the user is at home, the mobile phone can tell the mobile phone to hold the user. Is it time to cook, remind the user that they need to eat breakfast and dinner, and need to sleep at the point, is it necessary to exercise, and if the user is doing these things? The phone will not remind you.
  • the phone will remind the user to check whether the key, the wallet is brought, whether the light and other electronic devices are off, and whether the user should carry the umbrella according to the current and future weather conditions and temperature changes. Whether the user should bring a few more clothes, or need to replace the current clothes, if the user has already done so, the phone detects it, it will not notify and remind. If the user is away from the work area, the mobile phone will calculate the situation according to the current power, the travel schedule of the mobile phone user, and the distance between the user's usual charging point and the current location to remind the user whether to enter the energy-saving mode, or can still adhere to it.
  • Standby duration whether you need to locate the nearest available charging point, so that users can always master their current power status, so as not to forget the phone charging when the phone is low, can not reach the next destination.
  • the phone status will be automatically set and adjusted accordingly, and the corresponding meeting time will be made according to the currently detected scene before the meeting.
  • location reminders during the meeting or at the end of the meeting, make a new work schedule reminder.
  • the smart terminal will remind the user or passenger whether to wear a seat belt through the currently detected environmental status, whether to enter the automatic Bluetooth mode switching state, and there will be an additional speeding reminder, A red light reminder.
  • the smart phone also links to the smart wearable device, reminds the user whether to rest, or activates anti-snoring music or broadcast mode according to the current user's physiological state and the duration of the driving. If the user When you get off the bus, you will also close the doors and windows and other electronic equipment and fire-out reminders, and get off your personal belongings with reminders.
  • the purpose of this embodiment is to provide an intelligent and convenient adaptive environment sensing and control device for a mobile terminal, so as to ensure that the device can implement intelligent operation control and human according to individual user requirements in various application environments and application scenarios.
  • Machine information interaction Through the coordination function of the mobile phone's built-in functional devices, such as camera, recorder, accelerometer, gyroscope, light sensor, WIF, GPS, Bluetooth and RF transceiver chip module, real-time tracking and recording of the user's current surrounding space environment and site And in combination with the collected current state of the user or the implementation of the input information arrangement and the establishment of a good environment identification library, the current detected environment and tasks are compared, and the mobile phone prompts the user to perform corresponding instruction operations.
  • the mobile phone's built-in functional devices such as camera, recorder, accelerometer, gyroscope, light sensor, WIF, GPS, Bluetooth and RF transceiver chip module.
  • the embodiment provides an intelligent, convenient and secure mobile environment or adaptive environment awareness control device for the wearable device, so as to ensure that the device can operate adaptively in various application environments, and remind the user of problems, matters, and work life that need attention. Arrange and track and manage the common affairs of users' lives in real time.
  • the user firstly cooperates with the built-in functional devices of the mobile phone, such as improved cameras, recorders, accelerometers, gyroscopes, light sense, WIFI, GPS, Bluetooth, and RF transceiver chip modules.
  • the current surrounding space environment and site are tracked and recorded in real time, that is, the user's real-time environment awareness and learning record are performed.
  • the terminal will store a basic environment awareness library in advance, which will store common life and work scene information, such as company, home, school, cinema, hospital, shopping mall, conference room, office, canteen restaurant, sports field, fitness center, airport. , stations, subways, etc. If the terminal collects a new environment-aware library beyond the basic library, or is different from the environment features in the basic library feature, the terminal will adaptively create a new library and name it specifically.
  • a basic environment awareness library in advance, which will store common life and work scene information, such as company, home, school, cinema, hospital, shopping mall, conference room, office, canteen restaurant, sports field, fitness center, airport. , stations, subways, etc.
  • the terminal detects the current perceived environmental change in real time, compares the currently detected environmental difference with the auxiliary information reference value, and adaptively controls the corresponding instruction operation or work that the mobile phone prompts the user to perform.
  • the apparatus or terminal includes: a user setting module, an auxiliary information collecting module, a basic environment aware library building module, a new sensing library building module, an environment collecting module, an environment identifying module, an adaptive control module, and a baseband.
  • Chip module RF chip module, wireless chip module, mobile phone's own function module, mobile device FLASH module, environmental intelligent response module.
  • User setting module set to set user mobile phone adaptive environment awareness function options, which need to be opened, which needs to be closed, prompt interval, prompt content, and set user's life information, such as life work schedule, schedule, exercise schedule, trip Minutes and so on.
  • the auxiliary information collecting module is configured to collect personal information of the user, such as the current physical state information of the user, or personal configuration information set in advance, a notebook, an alarm clock, a calendar, a short message, or a time schedule in a recent telephone recording, or an acquisition.
  • the auxiliary information collection is divided into two parts: direct information and indirect information.
  • the basic environment-aware library building module is connected to the mobile device FLASH module and configured to store a basic environment-aware library model.
  • the basic environment-aware library of the terminal stores common life and work scene information, such as a company, a home, a school, a movie theater, and a hospital. , shopping malls, conference rooms, offices, cafeteria restaurants, sports fields, fitness centers, airports, stations, subways, etc. These model elements are divided into light, picture, audio, text, motion state, coordinates, latitude and longitude, hotspot distribution, base station distribution and other characteristics.
  • the new perceptual library building module is set up to build a model library other than the basic environment-aware library.
  • the terminal collects a new environment. If the perceptual library is beyond the basic library, or is different from the environment features in the basic library features, the terminal needs to perceive and collect the new environment, and adaptively create a new library and name it specifically.
  • the environment collection module is configured to sense and collect the environment of the user, and cooperate according to various hardware circuits, function software, wireless modules and sensing modules of the mobile phone itself, such as front and rear camera, tape recorder, acceleration sensor, gyroscope, light sense, Collaborative monitoring and operation of WIFI, GPS, Bluetooth and RF transceiver chip modules, real-time tracking and recording of the user's current surrounding space environment and site, and multi-integrated active or passive interconnection monitoring, that is, other wireless devices around Access or disconnect monitoring, monitoring wireless signal strength, monitoring cell base station signals, and tracking and monitoring GPS satellite positioning signals to achieve real-time environmental awareness and learning records of the user's surrounding environment.
  • various hardware circuits such as front and rear camera, tape recorder, acceleration sensor, gyroscope, light sense, Collaborative monitoring and operation of WIFI, GPS, Bluetooth and RF transceiver chip modules, real-time tracking and recording of the user's current surrounding space environment and site, and multi-integrated active or passive interconnection monitoring, that is, other wireless
  • the environment identification module is configured to perform system statistics, calculation, analysis, and capture of key information for the collected environment-aware parameters. For example, for each environment-aware information collected by the system, the identification module grasps according to the essential attributes of different information. Different key elements are taken. If there are multiple variables at the same time, it is necessary to start balancing the confidence and threshold attributes of the current variable. Finally, the system statistics and calculation results are mainly used.
  • the adaptive control module is configured to detect the parameter change of the function modules built in the mobile phone, trigger the environment collection work, collect parameters for the environment where the current user is located, and then control the recognition module to perform scene recognition on the collected parameters, and finally combine
  • the auxiliary parameter information of the mobile phone itself triggers the corresponding instruction operation, and notifies the user of the perceived result.
  • the baseband chip module is connected with the adaptive control module and the user setting module, and is configured to receive an instruction of the user setting module, and control the mobile phone to complete the corresponding operation and other complicated parameter model calculation according to the sensing control instruction of the adaptive control module;
  • the radio frequency chip module is configured to realize the transmission and reception of cellular signals between the mobile phone and the base station in the environment acquisition module, the reception, filtering, demodulation and digitization processing of the 2G, 3G, and 4G signals, and the digital signals are passed through RSSI, RXRP, The signal-to-noise ratio and other forms are reported to the baseband chip, and then the environment identification module is used for signal attenuation and level strength calculation and analysis.
  • the wireless chip module is configured to implement transmission and reception of wireless signals between the mobile phone and other wireless devices such as WIFI, Bluetooth, RFID, etc. in the environment acquisition module, filtering, demodulating and digitizing the wireless signal, and passing the digitized signal through the RSSI
  • the strength and address information forms such as SSID are reported to the baseband chip, and then the environment identification module is used to perform signal attenuation, level strength, and address area information calculation and analysis.
  • the mobile phone's own function module mainly includes the front and rear camera, light sensing device, earpiece, recording unit, acceleration sensor unit, gyroscope unit and GPS receiving unit of the mobile phone itself.
  • the environment acquisition module coordinates by calling the above modules. Work and collect the required environmental parameters.
  • the vibration, ringing, flickering, graphic and text display, voice broadcast, etc. of the function modules of the mobile phone motor, speaker, breathing lamp, LED display, etc. the user is reminded of the current need to do things, or matters needing attention.
  • the mobile device FLASH module is connected to the basic environment aware library building module and the new sensor library building module, and is used for pre-storage of the mobile phone and storage of newly acquired environment-aware parameters and model data.
  • the environmental intelligent response module is connected to the baseband chip module and the adaptive control module, and is configured to implement an active interactive control response output of the intelligent terminal due to environmental awareness changes.
  • the baseband chip module controls the vibration, ringing, flashing, graphic and text display, voice broadcast, etc. of the motor, speaker, breathing lamp, LED display and other functional modules in the mobile phone to remind the user of the current need. Things to do, or things to be aware of.
  • FIG. 4 is a system structural diagram of an intelligent terminal according to this embodiment.
  • the smart terminal terminal includes: 41 user setting module, 42 auxiliary information collecting module, 43 basic environment aware library building module, 44 new sensing library building module, 45 environment collecting module, 46 environment identifying module, 47 from Adaptive control module, 48 baseband chip module, 49 RF chip module, 410 wireless chip module, 411 mobile phone own function module, 412 mobile device FLASH module, 413 environment intelligent response module.
  • the user setting module 41 is configured to set a user mobile phone adaptive environment sensing function option, which needs to be opened, which needs to be closed, and set the user's life information, such as life work schedule, work schedule, exercise schedule, trip minutes, and the like.
  • the auxiliary information collecting module 42 is configured to collect personal information of the user, such as current physical state information of the user, or personal configuration information set in advance, time schedule in a notebook, an alarm clock, a calendar, a short message, or a recent telephone recording, or collected.
  • personal information of the user such as current physical state information of the user, or personal configuration information set in advance, time schedule in a notebook, an alarm clock, a calendar, a short message, or a recent telephone recording, or collected.
  • User personal habit information as an auxiliary information reference value.
  • the direct information is the information set by the user in the mobile phone, such as the information in the notebook, the memo, the alarm clock, the calendar, and the mailbox, such as working hours, schedules, Meeting arrangements, reminders of important events, etc.
  • the indirect information part refers to the text messages received by mobile phone users, captured phone recordings, callback messages, instant messaging tools such as WeChat, and even missed calls.
  • the auxiliary information collection module also collects information such as the current physical state and body surface features of the user.
  • the basic environment aware library establishing module 43 is connected to the mobile device FLASH module and configured to store a basic environment aware library model, and the basic environment sensing library of the terminal stores common life and work scene information, such as a company, a home, a school, a movie theater, Hospitals, shopping malls, conference rooms, offices, cafeteria restaurants, sports fields, fitness centers, airports, stations, subways, etc. This information is divided into pictures, audio, and motion states.
  • each context-aware information classification different information classifications are required according to different information essential attributes.
  • the key elements to be captured and crawled will be different.
  • the image recognition, the iconic pattern recognition, the keyword, the phrase, the phrase, and the slogan recognition are mainly used.
  • audio recognition, time, place, person as the main keywords, or characteristic keywords in different environments, such as canteens, gyms, homes, offices, outdoor, hospitals, schools, airports, etc., will have Corresponding feature keywords.
  • the new aware library building module 44 is configured to establish a model library other than the basic environment aware library.
  • the terminal collects a new one. If the environment-aware library is beyond the basic library, or is different from the environment features in the basic library feature, the terminal needs to sense and collect the new environment, and adaptively create a new library and name it specifically.
  • the new library model will continue to be enriched and the priority lookup level will be increased based on how often users arrive here. For example, users recently like to go to English training classes. Previously, English training classes were not part of the basic environment library.
  • the environment collection module would call each collection sub-module to collect pictures in the current environment.
  • the mobile phone performs adaptive search through the Internet engine and matches and then customizes the naming and saving. It can also be created and saved by prompting the user to encounter a new sensing environment and creating and confirming.
  • the new perceptual library building module will also select and distinguish based on the basic environment sensing library.
  • the model of the feature is used as the final recognition model and identified.
  • the environment collection module 45 is configured to sense and collect the environment of the user, and cooperate according to various hardware circuits, function software, wireless modules, and sensing modules of the mobile phone itself, such as a front and rear camera, a tape recorder, an acceleration sensor, a gyroscope, and a light sense.
  • the device accesses or disconnects the monitoring, monitors the wireless signal strength, monitors the signal of the cell base station, and monitors and monitors the GPS satellite positioning signal to realize the real-time environment perception and learning record of the user's surrounding environment.
  • the exemplary working process is that when the user arrives at a new location, the environment acquisition module first opens the wireless signal identification sub-module, tracks and recognizes the current GPS latitude and longitude changes, and locates the preliminary location information. If the GPS signal is not received, the nearest cell base station signal near the mobile phone is called to perform preliminary cell positioning. If there is a fixed AP and Bluetooth device information found in the current location, location addressing is performed.
  • the front and rear camera A and B modules of the mobile phone When the user holds the mobile phone to reach a new environment or place, the front and rear camera A and B modules of the mobile phone will be launched in the background to capture the characteristic buildings or decorative scene pictures in the current space, such as lamps, ceilings, wall top pictures, etc.
  • the user surrounds the mobile phone and can further collect the surrounding arrangement.
  • the design can also realize the shooting, collecting and scanning of the objects and decorations around the mobile phone by means of the lateral shooting method, as shown in FIG.
  • the lens of the main camera is finally collected into the image processing chip, and the captured image is processed, spliced or formed into a three-dimensional rendering, and the image with representative features, such as keywords, can also be captured.
  • Banners, furnishings, Facility, articles, etc. send the above information to the environment identification module, and compare and identify with the basic environment perception library to locate the current environment, location and location.
  • the built-in light recognition sub-module of the mobile phone When the user walks from one place to another, the built-in light recognition sub-module of the mobile phone will start to detect the current light type, the light intensity and the change of the luminous flux, and also detect other light parameters such as illuminance and brightness, for example, indoors.
  • the light intensity is the A threshold interval
  • the outdoor light perception is the B threshold interval.
  • the number of light sources in different places is also certain, therefore, the light quantity and environment at multiple points collected When the data in the perceptual library matches, it can be determined that the user has reached an environmental location.
  • the light sensor module you can distinguish the type of light collected, such as sunlight, moonlight, incandescent, fluorescent, LED, light sensor is composed of two components, the light projector and the light receiver, use The light projector focuses the light by the lens, transmits it to the lens of the light receiver, and then to the receiving sensor, and the receiving sensor converts the received light signal into an electrical signal, and the electrical signal can further be used for various switches. And the control action, the basic principle is to use the signal obtained by shielding the light between the light receivers to complete various automatic control.
  • the visible range and color of different light sources are also different, such as white, yellow, purple, and red. Yellow green and so on.
  • the composition of different light sources is not the same, such as the ultraviolet light in the sun.
  • the other parameters such as the attribute and intensity of the light in the current environment are tested, and then the threshold values of the optical parameters in the environment recognition module and the pre-stored environment aware library are compared, Identify changes in optical parameters in the current environment and make further judgments on the environment in which the user is located.
  • the signal strength range reaching a certain area is relatively fixed, for example, in the full-empty zone, the signal strength is -55DB.
  • the signal strength In the semi-entry state, the signal strength is -65DB, and in the full-entry state, the signal strength is -75.
  • the user in the office area has a signal strength value of -63DB and the conference room signal strength value is -73DB.
  • the terminal system collects the average value of the mobile phone in a period of time in real time, and records the curve value of the user reaching the area in a period, and finally calculates the mean value as the last reference value.
  • the mobile phone simultaneously acquires signals of a plurality of cell base stations in the vicinity, and then uses the average value of the change of the strength of the multiple cells as the environment switching variable.
  • FIG. 9 when the user moves in an environment where the indoor GPS signal is not good, such as at the current location A, the underlying cellular signal acquired by the mobile phone through the radio transceiver chip, the signal strength to the nearby cell ID numbers 2, 3, and 5. They are -55, -75, -70 respectively.
  • the mobile phone detects that the current cell ID number is -80, -75, -20, then the current location B can be identified, and the B position is reached.
  • the adaptive control program is started, and the mobile phone enters the relevant working mode or the user reminding mode.
  • the terminal when the user carries the mobile phone to the location with the AP network, the terminal also identifies the current location and marks according to the SS router of the AP router currently connected to the WIFI. If there is only one WIFI fixed point in the room, it can also be based on the terminal. And the automatic access or disconnection of the AP, identify the current user's environmental state changes, the same as above, the design can also achieve the perception and recognition of different environments through the difference of WIFI signal strength in different rooms.
  • the smart terminal can know the user through the built-in motion monitoring sub-module, such as the built-in accelerometer and gyroscope of the mobile phone, detecting the current mobile phone acceleration or angular velocity jump.
  • the state of motion is whether it is ready to stop and get off during driving, and then the corresponding environment-aware collection module can be activated, and spontaneously in a certain mode according to the currently modeled vehicle and the moving state, traffic state, user state, etc.
  • the user is given corresponding guidance and prompting operations.
  • the intelligent terminal will detect the current environmental status through the acceleration sensor, collect the car voice prompt signal, or access the car safety background signal through Bluetooth, or directly collect the user driving picture through the camera to perform background processing of the system. In order to determine whether the user is wearing a seat belt, whether the vehicle reminder system is turned off, and a corresponding prompt signal is issued to remind the user to attach the seat belt.
  • the internal acceleration sensor and the rear camera cooperate to test the acceleration of the current car. If the car is overspeeding, or observe the calculation to be red, the mobile phone The corresponding module is activated to remind the user to pay attention.
  • the smart phone also links to the smart wearable device, reminds the user whether to rest, or activates anti-snoring music playback or FM broadcast according to the physiological state of the user tested by the wearable device and the duration of the driving.
  • Mode or automatically enter the vibration mode, remind the user to stop by, or automatically search for nearby service areas to remind users to enter the nearest service area to rest.
  • the mobile phone detects the getting off sign signal through the cooperative work of the acceleration sensor, the gyroscope, the audio collecting module, and the light sensing collecting module.
  • the acceleration sensor detects the change of the speed and acceleration of the car, and the vehicle is detected by the gyroscope.
  • Vibration coefficient through the audio collection module to collect the brake sound when the car is parked, the hand brake pulls up the sound, the engine noise of the car and other electronic equipment off sound, etc., while detecting the light from the inside of the car to the outside of the car through the light detection module Threshold change, under the collaborative detection and operation of each module, each environment-aware collection module sends the collected instantaneous change of the environment to the environment recognition module, and the environment recognition module actively connects to the relevant module by identifying the current state of the user. It prompts the user to close the doors and windows and other electronic devices or turn off the fire, and also prompts to carry personal belongings when getting off the bus.
  • the environment identification module 46 performs systematic statistics, calculation, analysis, and capture of key information on the collected environment-aware parameters. Exemplarily, for each environment-aware information collected by the system, the identification module captures different key elements according to different information essential attributes. If there are multiple variables at the same time, it is necessary to start balancing the confidence and threshold attributes of the current variable. Finally, the system statistics and calculation results are the main ones. For example, in the environmental scene recognition of picture information, image recognition, iconic graphic recognition, keywords, phrases, phrases, and slogans are mainly recognized. In audio recognition, time, place, person as the main keywords, or characteristic keywords in different environments, such as canteens, gyms, homes, offices, outdoor, hospitals, schools, airports, etc., will have Corresponding feature keywords.
  • the motion parameters such as velocity, acceleration, angular velocity, and direction acquired by the acceleration sensor, gyroscope, compass, magnetometer, etc. are key parameters.
  • the radio frequency transceiver chip module, WIFI and The cell signal strength, cell unit position, WIFI signal RSSI value, hot spot position information, GPS signal carrier-to-noise ratio signal, geomagnetic field signal, etc. detected by the Bluetooth module, the GPS receiving module or the geomagnetic detection module are compared with the electromagnetic signal attenuation parameter model. , identify current environmental changes.
  • the adaptive response control module 47 detects the parameter change of each function module built in the mobile phone, triggers the environment collection work, collects the parameters of the current user environment, and then controls the identification module to perform scene recognition on the collected parameters, and finally Combined with the auxiliary parameter information of the mobile phone itself, the corresponding instruction operation is triggered, and the sensing result is notified to the user.
  • the baseband chip module 48 is connected to the adaptive control module and the user setting module, and is configured to receive an instruction of the user setting module, and control the mobile phone to complete the corresponding operation and other complicated parameter model calculation according to the sensing control instruction of the adaptive control module.
  • the radio frequency chip module 49 is used in the environment acquisition module, the transmission and reception of cellular signals between the mobile phone and the base station, the reception, filtering, demodulation and digitization processing of 2G, 3G, 4G signals, and the digital signals are passed through RSSI, RXRP, The signal-to-noise ratio and other forms are reported to the baseband chip, and then the environment identification module is used for signal attenuation and level strength calculation and analysis.
  • the wireless chip module 410 is used for transmitting and receiving wireless signals between the mobile phone and other wireless devices such as WIFI, Bluetooth, RFID, etc., filtering, demodulating and digitizing the wireless signals, and passing the digitized signals through the RSSI.
  • the strength and address information forms such as SSID are reported to the baseband chip, and then the environment identification module is used to perform signal attenuation and level strength, and calculation and analysis of address area information.
  • the mobile phone's own function module 411 mainly includes a front and rear camera, a light sensing device, an earpiece, a recording unit, an acceleration sensor unit, a gyroscope unit, and a GPS receiving unit of the mobile phone itself.
  • the environment acquisition module coordinates the work by calling the above modules to collect the required environmental parameters.
  • the vibration, ringing, flickering, graphic and text display, voice broadcast, etc. of the function modules of the mobile phone motor, speaker, breathing lamp, LED display, etc. the user is reminded of the current need to do things, or matters needing attention.
  • the mobile device FLASH module 412 is connected to the basic environment aware library establishing module and the new sensing library building module, and is used for storing the newly acquired environment sensing parameters and model data of the mobile phone.
  • the environment intelligent response module 413 is connected to the baseband chip module and the adaptive control module, and is configured to implement an active interactive control response output of the intelligent terminal due to environmental awareness changes.
  • the baseband chip module controls the vibration, ringing, flashing, graphic and text display, voice broadcast, etc. of the motor, speaker, breathing lamp, LED display and other functional modules in the mobile phone to remind the user of the current need. Things to do, or things to be aware of.
  • FIG. 11 is a flowchart of the working process of the smart terminal according to the embodiment. As shown in FIG. 11, the working method of the mobile terminal provided in this embodiment includes the following steps:
  • Step S1101 The user turns on the terminal intelligent environment sensing mode and function options, sets corresponding user interaction options and parameter input, and sets the user's life work information extraction option.
  • Step S1102 The auxiliary information collecting module collects personal information of the user, such as current physical state information of the user.
  • the person configuration information, the terminal acquisition unit information, and the user's personal living habit information are used as auxiliary information reference values.
  • Step S1103 The basic environment aware library building module downloads the basic environment sensing library model, and updates the common life and working scene information of the user in real time as needed;
  • Step S1104 When the user arrives at a new place or place where the basic repository information cannot match, or is different from the environment feature in the basic library feature, the terminal needs to perceive and collect the new environment, and Adaptive build a new library and name it specifically.
  • Step S1105 The environment collection module performs real-time environment sensing and collection on the surrounding environment of the user based on the cooperation of various hardware circuits, function software, wireless modules, and sensing modules of the mobile phone itself.
  • Step S1106 The environment identification module performs system statistics, calculation, analysis, and grasping key information on the collected environment-aware parameters, and compares the parameters of the basic environment library module and the new library environment module to realize the identification of the environment characteristics.
  • Step S1107 The environmental intelligent response module is connected to the baseband chip module and the adaptive control module, and is configured to implement an active interactive control response output of the intelligent terminal due to environmental awareness changes.
  • Step S1108 If the terminal interaction prompt is completed, the user receives the signal and completes the corresponding operation or response, and the adaptive control module enters a sleep mode and waits for the next environment-aware wake-up.
  • Step S1109 If the terminal interaction prompt is completed, the user does not complete the corresponding operation or response, and the adaptive control module reminds the user to perform the corresponding operation again after a certain time interval until the interaction control is completed.
  • An exemplary application scenario is taken as an example for description.
  • the current working scene is the lab.
  • the mobile phone obtains the meeting time and location information in the notebook, opens the camera, and captures the surrounding environment information at the current moment. For example, the lighting characteristics of the ceiling, surrounding instruments or laboratories, or the signal strength parameters of the base station of a certain cell, the current location is the laboratory, and the user stays in the laboratory 10 minutes before the start of the meeting, and the alarm clock, information display,
  • the prompt mode such as vibration and voice prompts the user to go to the conference room A for a meeting, and the start time and location of the relevant conference will be displayed.
  • the mobile phone environment collection module detects changes in various environmental parameters, collects the layout of the current conference room, and collects the conversation keywords and lighting conditions, determines that the current environment is a conference room, and the mobile phone automatically enters the silent mode and the vibration mode. At the same time, the mobile phone will record the duration of the meeting. During the meeting, if there is a new work schedule at a certain time, there will be a message prompt.
  • the mobile phone will disconnect the existing home WIFI router according to the current mobile phone, or change the intensity of indoor and outdoor light, remind the user whether the key or wallet is taken, whether the light and other electronic devices are off, or according to
  • the current mobile phone built-in weather software detects future weather conditions and temperature changes.
  • the camera unit is started to collect the user's dressing situation, prompting the user whether to carry the umbrella, reminding the user whether to bring a few more clothes, or to replace the current If you have already done this, if the user has already done so, the phone will detect it and will not notify you. wake.
  • the mobile phone will also remind the user whether to enter the energy-saving mode or the standby mode according to the current power calculation, the mobile phone user's schedule, and the distance between the user's usual charging point and the current location. Duration, whether you need to locate the nearest available charging point, so that users can always master their current power status, so as not to lose the power when the phone is low, because you forget to charge the phone and can not reach the next destination.
  • the smart terminal can know the user through the built-in motion monitoring sub-module, such as the built-in accelerometer and gyroscope of the mobile phone, detecting the current mobile phone acceleration or angular velocity jump.
  • the state of motion is whether it is ready to stop and get off during driving, and then the corresponding environment-aware collection module can be activated, and spontaneously in a certain mode according to the currently modeled vehicle and the moving state, traffic state, user state, etc. Always give users the appropriate guidance and tips.
  • the intelligent terminal will detect the current environmental status through the acceleration sensor, collect the car voice prompt signal, or access the car safety background signal through Bluetooth, or directly collect the user driving picture through the camera, and perform system background processing. In order to determine whether the user is wearing a seat belt, whether the vehicle reminder system is turned off, and a corresponding prompt signal is issued to remind the user to attach the seat belt.
  • the internal acceleration sensor and the rear camera cooperate to test the current acceleration of the car. If the car is overspeeding, or the observation is calculated to be red, the mobile phone The corresponding module will start to alert the user.
  • the smart phone also links to the smart wearable device, reminds the user whether to rest, or activates anti-snoring music playback or FM broadcast according to the physiological state of the user tested by the wearable device and the duration of the driving.
  • Mode or automatically enter the vibration mode, remind the user to stop by, or automatically search for nearby service areas to remind users to enter the nearest service area to rest.
  • the mobile phone detects the getting off sign signal through the cooperative work of the acceleration sensor, the gyroscope, the audio collecting module, and the light sensing collecting module.
  • the acceleration sensor detects the change of the speed and acceleration of the car, and the vehicle is detected by the gyroscope.
  • Vibration coefficient through the audio acquisition module to collect the brake sound when the car is parked, the hand brake pulls up the sound, the engine noise of the car or other electronic equipment off sound, etc., while detecting the light from the inside of the car to the outside of the car through the light detection module Threshold change, under the collaborative detection and operation of each module, each environment-aware collection module sends the collected instantaneous change of the environment to the environment recognition module, and the environment recognition module actively links to the relevant module by identifying the current accurate state of the user, prompting The user closes the doors and windows and other electronic devices or turns off the fire, and also prompts to carry personal belongings when getting off the vehicle.
  • the embodiment provides a novel intelligent, convenient and secure mobile environment or adaptive environment sensing control device for the wearable device, so as to ensure that the device can operate adaptively in various application environments, and remind the user of problems, issues and items that need attention.
  • the device can collect, record and track the space environment and the site around the user in real time, and combine the current state or implementation of the collected user.
  • the input information arranges the collected auxiliary information inside the terminal and the established environment identification library, and compares the current detected environment, the current state of the user, the next work, tasks, arrangements and plans that the user needs to perform, Adapt to control the mobile phone prompts the user to perform the corresponding instruction operation.
  • the device allows the user's intelligent terminal to self-learn and self-perceive, and is truly upgraded to a hyper-terminal that is terminal-oriented and enables the terminal and the user to interact and interact in real time.
  • the mobile phone does not completely depend on the user's autonomous control, and the terminal can self-perceive the change of the environment and enter the corresponding work mode, monitor the real-time dynamic of the user at all times, and respond, notify or remind the user at the necessary time. What to do and what not to do. Let the terminal become our life little housekeeper and portable secretary.
  • An embodiment of the present disclosure provides a terminal operation control method, which collects a user's living work information as an auxiliary information reference value, and uses the terminal device to sense and adopt an environment-aware parameter of the user's surrounding environment to process the environment-aware parameter and obtain The environment perceives key information, invokes the environment-aware library, determines the control characteristics of the current environment of the terminal according to the environment-aware key information, determines the actual parameter value of the work parameter to be controlled according to the current environment control characteristics and the auxiliary information reference value, and executes the implementation of the terminal Control of work. In the whole process, it is completely run by the terminal itself, and does not require user setting, which solves the problem that the terminal control relies on user management and setting operation, and enhances the user experience.
  • embodiments of the present disclosure can be provided as a method, system, or computer program product. Accordingly, the present disclosure may take the form of a hardware embodiment, a software embodiment or a combination of software and hardware aspects. Moreover, the present disclosure may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage and optical storage, etc.) including computer usable program code.
  • the computer program instructions can also be stored in a computer readable memory that can direct a computer or other programmable data processing device to operate in a particular manner, such that the instructions stored in the computer readable memory produce an article of manufacture comprising the instruction device.
  • the apparatus implements the functions specified in one or more blocks of a flow or a flow and/or block diagram of the flowchart.
  • These computer program instructions can also be loaded onto a computer or other programmable data processing device such that a series of operational steps are performed on a computer or other programmable device to produce computer-implemented processing for execution on a computer or other programmable device.
  • the instructions provide steps for implementing the functions specified in one or more of the flow or in a block or blocks of a flow diagram.
  • the terminal operation control method provided by the embodiment of the present disclosure implements the control of the terminal work by using the terminal device to sense and adopt the environment-aware parameter of the user's surrounding environment, and according to the environment-aware parameter and other control characteristics of the environment, and solves the terminal control-dependent user. Manage and set up operational issues to improve the user experience.

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Abstract

本公开实施例提供了一种终端工作控制方法、装置及终端；该方法包括：根据预设的待控制工作参数，采集用户的生活工作信息，作为辅助信息参考值，使用终端设备感知及采用用户周边的环境感知参数，对环境感知参数进行处理，获取环境感知关键信息，调用环境感知库，根据环境感知关键信息确定终端当前环境的控制特性，根据当前环境的控制特性及辅助信息参考值，确定待控制工作参数的实际参数值，并执行。本公开在整个过程中，完全由终端自行运行，不需要用户设置，解决了终端控制依赖用户管理及设置操作的问题，增强了用户的使用体验。

Description

一种终端工作控制方法、装置及终端 技术领域
本公开涉及终端控制领域，尤其涉及一种终端工作控制方法、装置及终端。
背景技术
在相关技术中，终端控制需要用户设置，如设置闹钟、记事本提醒、日历提醒等；终端通过事先安排好的任务下达在规定的时间点完成操作，依赖于用户管理及设置操作。
发明内容
本公开实施例提供了一种终端工作控制方法、装置及终端，以解决终端控制依赖用户管理及设置操作的问题。
一方面，提供了一种终端工作控制方法，包括：
根据预设的待控制工作参数，采集用户的生活工作信息，作为辅助信息参考值；
使用终端设备感知及采用用户周边环境的环境感知参数，对环境感知参数进行处理，获取环境感知关键信息；
调用环境感知库，根据环境感知关键信息确定终端当前环境的控制特性；
根据当前环境的控制特性及辅助信息参考值，确定待控制工作参数的实际参数值，并执行。
一方面，提供了一种终端工作控制装置，包括：采集模块及控制模块，其中，
采集模块设置为根据预设的待控制工作参数，采集用户的生活工作信息，作为辅助信息参考值，使用终端设备感知及采用用户周边环境的环境感知参数；
控制模块设置为对环境感知参数进行处理，获取环境感知关键信息；调用环境感知库，根据环境感知关键信息确定终端当前环境的控制特性；根据当前环境的控制特性及辅助信息参考值，确定待控制工作参数的实际参数值，并执行。
一方面，提供了一种终端，包括：感知模块、存储器及处理器，其中，
感知模块设置为使用终端设备感知及采用用户周边环境的环境感知参数；
处理器用于根据预设的待控制工作参数，采集用户的生活工作信息，作为辅助信息参考值；对环境感知参数进行处理，获取环境感知关键信息；调用环境感知库，根据环境感知关键信息确定终端当前环境的控制特性；根据当前环境的控制特性及辅助信息参考值，确定待控制工作参数的实际参数值，并执行。
另一方面，提供了一种计算机存储介质，计算机存储介质中存储有计算机可执行指令，计算机可执行指令用于执行前述的终端工作控制方法。
本公开实施例的有益效果：
本公开实施例提供了一种终端工作控制方法，该方法通过采集用户的生活工作信息， 作为辅助信息参考值，使用终端设备感知及采用用户周边环境的环境感知参数，对环境感知参数进行处理，获取环境感知关键信息，调用环境感知库，根据环境感知关键信息确定终端当前环境的控制特性，根据当前环境的控制特性、及辅助信息参考值，确定待控制工作参数的实际参数值，并执行实现对终端工作的控制，在整个过程中，完全由终端自行运行，不需要用户设置，解决了终端控制依赖用户管理及设置操作的问题，增强了用户的使用体验。
附图说明
图1为本公开第一实施例提供的终端工作控制方法的流程图；
图2为本公开第二实施例提供的终端工作控制装置的结构示意图；
图3为本公开第三实施例提供的终端的结构示意图；
图4为本公开第四实施例提供的智能终端的结构示意图；
图5为本公开第四实施例提供的环境感知库的示意图；
图6为本公开第四实施例提供的辅助采集模块的示意图；
图7为本公开第四实施例提供的环境采集模块的示意图；
图8为本公开第四实施例提供的光传感器模块的示意图；
图9为本公开第四实施例提供的蜂窝小区识别的示意图；
图10为本公开第四实施例提供的图像识别装置的示意图；
图11为本公开第四实施例提供的终端工作方法的流程图。
具体实施方式
下面将结合本公开实施例中的附图，对本公开实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例只是本公开中一部分实施例，而不是全部的实施例。基于本公开中的实施例，本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例，都属于本公开保护的范围。
本公开涉及的终端包括手机、平板、PAD等设备。
现通过示例性实施例结合附图的方式对本公开做出进一步的诠释说明。
第一实施例：
图1为本公开第一实施例提供的终端工作控制方法的流程图，由图1可知，本实施例提供的终端工作控制方法包括：
S101：根据预设的待控制工作参数，采集用户的生活工作信息，作为辅助信息参考值；
S102：使用终端设备感知及采用用户周边环境的环境感知参数，对环境感知参数进行处理，获取环境感知关键信息；
S103：调用环境感知库，根据环境感知关键信息确定终端当前环境的控制特性；
S104：根据当前环境的控制特性、及辅助信息参考值，确定待控制工作参数的实际参数值，并执行。
在一些实施例中，上述实施例中的采集用户的生活工作信息包括：
直接调用用户设置的生活工作信息，作为辅助信息参考值中的直接信息；
分析用户使用终端进行日常交互数据，间接获取用户设置的生活工作信息，作为辅助信息参考值中的间接信息。
在一些实施例中，上述实施例中的终端工作控制方法，在采集用户的生活工作信息之前，还包括：
根据用户操作设置待感知的环境感知参数；
根据用户操作设置待控制的待控制工作参数。
在一些实施例中，上述实施例中的环境感知库包括至少一个生活工作场景的场景信息，场景信息包括用于控制终端工作的控制属性、以及用于识别当前场景的识别信息，根据环境感知关键信息确定终端当前环境的控制特性包括：
比对环境感知关键信息与各场景信息中的识别信息；
根据比对结果，确定对应的场景信息；
调用对应场景信息的控制属性，作为当前环境的控制特性。
在一些实施例中，上述实施例中的终端工作控制方法，还包括：在检测到新场景信息时，根据用户操作确定新场景信息的控制属性，根据终端感知结果确定新场景信息的识别信息；并将新场景信息更新到环境感知库中。
在一些实施例中，上述实施例中的使用终端设备感知及采用用户周边环境的环境感知参数包括：
使用终端设备获取终端位置信息；
和/或，使用终端设备获取光线变化值；
和/或，使用终端设备获取当前环境的图片、音频及运动状态中的至少一种；
和/或，使用终端设备获取信号强度变化值，信号强度变化值包括当前蜂窝信号强度变化值和/或无线局域网信号强度变化值。
第二实施例：
图2为本公开第二实施例提供的终端工作控制装置的结构示意图，由图2可知，本实施例提供的终端工作控制装置包括：采集模块21及控制模块22，其中，
采集模块21设置为根据预设的待控制工作参数，采集用户的生活工作信息，作为辅助信息参考值，使用终端设备感知及采用用户周边环境的环境感知参数；
控制模块22设置为对环境感知参数进行处理，获取环境感知关键信息；调用环境感知库，根据环境感知关键信息确定终端当前环境的控制特性；根据当前环境的控制特性、及辅助信息参考值，确定待控制工作参数的实际参数值，并执行。
在一些实施例中，上述实施例中的采集模块设置为直接调用用户设置的生活工作信息，作为辅助信息参考值中的直接信息；分析用户使用终端进行日常交互数据，间接获取用户设置的生活工作信息，作为辅助信息参考值中的间接信息。
在一些实施例中，上述实施例中的终端工作控制装置还包括设置模块，设置为在采集用户的生活工作信息之前，根据用户操作设置待感知的环境感知参数；根据用户操作设置待控制的待控制工作参数。
在一些实施例中，上述实施例中的环境感知库包括至少一个生活工作场景的场景信息，场景信息包括用于控制终端工作的控制属性、以及用于识别当前场景的识别信息，控制模块用于比对环境感知关键信息与各场景信息中的识别信息；根据比对结果，确定对应的场景信息；调用对应场景信息的控制属性，作为当前环境的控制特性。
在一些实施例中，上述实施例中的控制模块还设置为在检测到新场景信息时，根据用户操作确定新场景信息的控制属性，根据终端感知结果确定新场景信息的识别信息并将新场景信息更新到环境感知库中。
在一些实施例中，上述实施例中的采集模块设置为使用终端设备获取终端位置信息；和/或，使用终端设备获取光线变化值；和/或，使用终端设备获取当前环境的图片、音频及运动状态中的至少一种；和/或，使用终端设备获取信号强度变化值，信号强度变化值包括当前蜂窝信号强度变化值和/或无线局域网信号强度变化值。
在实际应用中，图2所示实施例中的所有功能模块，都可以采用处理器、编辑逻辑器件等方式实现。
第三实施例：
图3为本公开第三实施例提供的终端的结构示意图，由图3可知，本实施例提供的终端包括：感知模块31、存储器32及处理器33，其中，
感知模块31设置为使用终端设备感知及采用用户周边环境的环境感知参数；
处理器32用于根据预设的待控制工作参数，采集用户的生活工作信息，作为辅助信息参考值；对环境感知参数进行处理，获取环境感知关键信息；调用环境感知库，根据环境感知关键信息确定终端当前环境的控制特性；根据当前环境的控制特性、及辅助信息参考值，确定待控制工作参数的实际参数值，并执行。
在一些实施例中，上述实施例中的处理器用于直接调用用户设置的生活工作信息，作为辅助信息参考值中的直接信息；分析用户使用终端进行日常交互数据，间接获取用户设置的生活工作信息，作为辅助信息参考值中的间接信息。
在一些实施例中，上述实施例中的处理器还用于在采集用户的生活工作信息之前，根据用户操作设置待感知的环境感知参数；根据用户操作设置待控制的待控制工作参数。
在一些实施例中，上述实施例中的环境感知库包括至少一个生活工作场景的场景信息，场景信息包括用于控制终端工作的控制属性、以及用于识别当前场景的识别信息，处理器 用于比对环境感知关键信息与各场景信息中的识别信息；根据比对结果，确定对应的场景信息；调用对应场景信息的控制属性，作为当前环境的控制特性。
在一些实施例中，上述实施例中的处理器还用于在检测到新场景信息时，根据用户操作确定新场景信息的控制属性，根据终端感知结果确定新场景信息的识别信息；并将新场景信息更新到环境感知库中。
在一些实施例中，上述实施例中的感知模块设置为使用终端通信单元获取终端位置信息；和/或，使用终端光识别传感器获取光线变化值；和/或，使用终端辅助设备获取当前环境的图片、音频及运动状态中的至少一种；和/或，使用终端通信单元获取信号强度变化值，信号强度变化值包括当前蜂窝信号强度变化值和/或无线局域网信号强度变化值。
第四实施例：
现结合示例应用场景对本公开做进一步的诠释说明。
随着智能移动终端及智能穿戴设备的普及，首先，人们进入智能化移动通讯时代，但当前手机的智能控制尚停留在以人为本，以用户为主导的阶段，如何使终端可以自我学习、自我感知，并真正升级为以终端为主导，或者终端和用户可以实时互通互动的超级终端，是当前一个新的需求，这种需求的满足，需要更新更智能的新型识别操控方法。
在终端的使用中，如果不需要手机用户的控制，终端可以自我感知环境的变化，并进入相应的工作模式中，并时刻监控用户的实时动态，在必要时刻做出响应，通知或提醒用户该做什么，不该做什么，这是本发明的构想起源。比如用户在家里，手机可以告诉手机持有用户，是不是该做饭了，提醒用户到点需要吃早中晚饭了，到点需要睡觉了，是不是需要运动了，而如果用户正在做这些事，手机则不会去提醒。如果用户要出门了，手机会提醒用户检查钥匙、钱包是不是带了，灯和其他电子设备是不是关了，还会根据当前和未来天气情况以及气温变化情况提示用户是不是该携带雨伞，提醒用户是不是该多带几件衣服，或者需要更换当前所穿衣服，如果用户已经这么做了，手机检测到了，则不会去通知并提醒。如果用户出门在外，也远离工作区，则手机还会根据当前电量计算情况，手机用户行程安排，以及最近用户常用充电点和当前位置的距离，提醒用户是否需要进入节能模式，或者还可以坚持的待机时长，是否需要定位最近的可用充电点，让用户可以时刻掌握自己的当前用电状态，以免在手机电量不足时因为忘记给手机充电而到达不了下一个目的地。如果用户在公司，会根据当前所处的工作场景，如实验室、办公室或会议室，手机状态会自动做相应的设置和调整，同时在会前会根据当前检测到的场景做相应的会议时间和地点提醒，在会议过程中或会议结束时，做新的工作日程安排提醒。如果用户在车上或者正在驾驶，智能终端会通过当前检测到的环境状态，提醒用户或乘客是否需要系上安全带，是否需要进入自动蓝牙模式切换状态，同时还会有额外的超速提醒，即将闯红灯提醒。如果用户有穿戴设备，智能手机还会链接到此智能穿戴设备，根据当前用户的生理状态以及已经持续驾驶的时长，提醒用户是否该休息，或者启动防瞌睡音乐或广播模式。如果用户 下车，还会做关闭门窗及其他电子设备和熄火提醒，下车个人物品携带提醒等。
本实施例的目的在于，提供一种智能、便捷的移动终端自适应环境感知及控制装置，以保证设备能在各种应用环境，应用场景下，按照用户个性化需求实现智能的操作控制和人机信息交互。通过手机自身的内置功能设备，如摄像头、录音机、加速度传感器、陀螺仪、光感、WIF、GPS、蓝牙和射频收发芯片模块的协调工作，对用户当前周围的空间环境及场地进行实时跟踪和记录，并结合采集到的用户当前状态或实现输入的信息安排以及建立好的环境识别库，对当前检测到的环境和任务做比较，自适应控制手机提示用户需要进行的相应指令操作。
本实施例提供一种智能、便捷、安全的移动终端或穿戴设备的自适应环境感知控制装置，以保证设备能在各种应用环境自适应操作，并提醒用户需要注意的问题、事项和工作生活安排，对用户的生活常见事务进行实时的跟踪和管理。
示例性实现上，首先通过手机自身的内置功能设备，如改进型摄像头、录音机、加速度传感器、陀螺仪、光感、WIFI、GPS、蓝牙和射频收发芯片模块的设备的协同监测及工作，对用户当前周围的空间环境及场地进行实时跟踪和记录，即进行用户实时的环境感知及学习记录。
同时，结合采集到的用户当前状态信息或事先输入的信息指令安排，或者采集到的生活习惯信息，作为辅助信息参考值。
同时，终端会事先储存一个基础环境感知库，里面会存储常见的生活及工作场景信息，如公司、家、学校、电影院、医院、商场、会议室、办公室、食堂餐厅、运动场、健身中心、机场、车站、地铁等。如果终端采集到有新的环境感知库超出基本库，或者有别于基本库特征中环境特征的，终端会自适应建立一个新库并专门命名。
终端实时检测当前感知到的环境变化，对当前检测到环境差异和辅助信息参考值做比较，自适应控制手机提示用户需要进行的相应指令操作或工作。
在实际应用中，本公开提供的装置或终端包括：用户设置模块，辅助信息采集模块，基本环境感知库建立模块，新感知库建立模块，环境采集模块，环境识别模块，自适应控制模块，基带芯片模块，射频芯片模块，无线芯片模块，手机自身功能模块，移动设备FLASH模块，环境智能响应模块。
其中，
用户设置模块，设置为设置用户手机自适应环境感知功能选项，哪些需要打开，哪些需要关闭，提示间隔，提示内容，以及设置用户的生活信息，如生活工作时间安排，作息安排，运动安排，行程纪要等。
辅助信息采集模块，设置为采集用户的个人信息，如用户当前身体状态信息，或事先设置的的个人配置信息，记事本，闹钟，日历，短信，或近期电话录音中的时间计划安排，或者采集到的用户个人生活习惯信息，作为辅助信息参考值，辅助信息采集又分为直接信息和间接信息两部分组成。
基本环境感知库建立模块，与移动设备FLASH模块相连，设置为存储基本环境感知库模型，终端的基本环境感知库里面会存储常见的生活及工作场景信息，如公司、家、学校、电影院、医院、商场、会议室、办公室、食堂餐厅、运动场、健身中心、机场、车站、地铁等。这些模型要素又会分为光线、图片、音频、文字、运动状态、坐标、经纬度、热点分布、基站分布等特征而存在。
新感知库建立模块，设置为建立基本环境感知库以外的模型库，当用户到一个新的场所或地点，而此处和基本存储库信息都无法匹配时，即表明终端采集到有新的环境感知库超出基本库，或者有别于基本库特征中环境特征的，则终端需要对新环境感知并采集，并自适应建立一个新库并专门命名。
环境采集模块，设置为感知和采集用户所在环境，基于手机本身的各个硬件电路、功能软件、无线模块、传感模块的协同工作，如手机前后摄像头、录音机、加速度传感器、陀螺仪、光感、WIFI、GPS、蓝牙和射频收发芯片模块的设备的协同监测及工作，对用户当前周围的空间环境及场地进行实时跟踪和记录，同时多位一体的主动或被动互联监测，即对周边其他无线设备接入或断开监测，对无线信号强度监测，对小区基站信号进行监测，对GPS卫星定位信号进行跟踪监测，来实现用户周边环境的实时的环境感知及学习记录。
环境识别模块，设置为对采集到环境感知参数做***的统计，计算，分析，抓取关键信息，示例性的，对于***采集到的每个环境感知信息，识别模块根据不同信息本质属性，抓取的不同的关键元素，如果同时有多个变量，则需要启动权衡当前变量的置信度和阈值属性，最后以***统计和计算结果为主。
自适应控制模块，设置为通过检测手机内置各功能模块的参数变化，触发环境采集工作，对当前用户所处的环境进行参数采集，然后控制识别模块对采集到的参数进行场景识别，最后再结合手机自身的辅助参数信息，触发相应的指令操作，将感知结果通知给用户。
基带芯片模块，和自适应控制模块及用户设置模块相连，设置为接收用户设置模块的指令，并根据自适应控制模块的感知控制指令，控制手机完成对应操作以及其他复杂参数模型计算；
射频芯片模块，设置为在环境采集模块中实现手机和基站之间蜂窝信号的发射和接收，2G、3G、4G信号的接收以及滤波、解调和数字化处理，并将数字化信号通过RSSI、RXRP、信噪比等形式汇报给基带芯片，进而给环境识别模块，进行信号衰减及电平强度的计算和分析。
无线芯片模块，设置为在环境采集模块中实现手机和其他无线设备如WIFI、蓝牙、RFID等之间无线信号的发射和接收，无线信号的滤波、解调和数字化处理，并将数字化信号通过RSSI，SSID等强度及地址信息形式汇报给基带芯片，进而给环境识别模块，进行信号衰减及电平强度、地址区域信息的计算和分析。
手机自身功能模块，主要含有手机自身前后摄像头、光感器件、听筒、录音单元、加速度传感器单元、陀螺仪单元、GPS接收单元等。环境采集模块通过调用上述模块协调 工作，采集所需的环境参数。同时获取手机自身功能及APP信息模块，如短信、邮件、微信、记事本、备忘录、闹钟、日历等。再通过手机马达、喇叭、呼吸灯、LED显示等功能模块的振动、铃声、闪烁、图形及文字显示、语音播报等方式，提醒用户当前需要做的事，或者需要注意的事项。
移动设备FLASH模块，与基本环境感知库建立模块及新感知库建立模块相连，用于手机预存储的和新采集到的环境感知参数及模型数据的储存。
环境智能响应模块，和基带芯片模块及自适应控制模块相连，设置为实现智能终端的因环境感知变化的主动交互控制响应输出。通过接收自适应控制模块的控制指令，通过基带芯片模块控制手机内马达、喇叭、呼吸灯、LED显示等功能模块的振动，铃声、闪烁、图形及文字显示、语音播报等方式，提醒用户当前需要做的事，或者需要注意的事项。
现通过附图和实施例，对本公开实施例的技术方案做进一步的详细描述。
图4是本实施例提供的智能终端的***结构图。如图4所示，该智能终端终端包括：41用户设置模块，42辅助信息采集模块，43基本环境感知库建立模块，44新感知库建立模块，45环境采集模块，46环境识别模块，47自适应控制模块，48基带芯片模块，49射频芯片模块，410无线芯片模块，411手机自身功能模块，412移动设备FLASH模块，413环境智能响应模块。
下面将结合图4和图5对上述装置的环境感知识别控制终端的电路和过程做示例性阐述。
用户设置模块41，设置为设置用户手机自适应环境感知功能选项，哪些需要打开，哪些需要关闭，以及设置用户的生活信息，如生活工作时间安排、作息安排、运动安排、行程纪要等。
辅助信息采集模块42，设置为采集用户的个人信息，如用户当前身体状态信息，或事先设置的个人配置信息，记事本、闹钟、日历、短信或近期电话录音中的时间计划安排，或者采集到的用户个人生活习惯信息，作为辅助信息参考值。
示例性实施上，在这里又分为直接信息和间接信息两部分，直接信息是用户在手机中设置的信息，如记事本、备忘录、闹钟、日历、邮箱中的信息，如工作时间、日程、会议安排、重要事情提醒等。间接信息部分指的是手机用户接收到的短信，抓取到的电话录音，回电留言，即时通讯工具如微信，甚至于未接来电。同时，如果用户有智能穿戴设备，该辅助信息采集模块还采集用户的当前身体状态、体表特征等信息。
基本环境感知库建立模块43，与移动设备FLASH模块相连，设置为存储基本环境感知库模型，终端的基本环境感知库里面会存储常见的生活及工作场景信息，如公司、家、学校、电影院、医院、商场、会议室、办公室、食堂餐厅、运动场、健身中心、机场、车站、地铁等。这些信息又会分为图片、音频、运动状态等特征而存在。
示例性地，在每个环境感知信息分类中，根据不同信息本质属性，不同信息分类所需 要采集和抓取的关键元素会不一样。如在图片信息中的环境场景识别中，会以图片识别、标志性图形识别、关键字、词组、短语、标语识别为主。而在音频识别中，则会以时间、地点、人物为主要关键字，或者不同环境下的特征关键词为标志，如食堂、健身房、家里、办公室、室外、医院、学校、机场等，都会有对应的特征关键词。
新感知库建立模块44，设置为建立基本环境感知库以外的模型库，当用户到一个新的场所或地点，而此处和基本存储库信息都无法匹配时，即表明终端采集到有新的环境感知库超出基本库，或者有别于基本库特征中环境特征的，则终端需要对新环境感知并采集，并自适应建立一个新库并专门命名。新库模型会不断丰富，并根据用户到达此处的频率提升优先查找级别。比如，用户最近喜欢去上英语培训班，而此前英语培训班不属于基础环境库，则当用户第一次去该地时，环境采集模块会调用各采集子模块，采集当前环境中的图片、标语、特征物品等信息，或采集并录音高频词汇，或当前位置的无线WIFI、地理位置等信息。最后汇总成一个关键信息登记表，手机通过互联网引擎进行自适应搜索并匹配再自定义命名保存，也可以通过提示用户遇到新感知环境，需要创建并确认的方式来建立并保存。
如果在基础环境感知库中，手机遇到同类型环境，如两个不同的房子，两个不同的医院、机场等，新感知库建立模块也会在基本环境感知库基础上，选取具有区分识别特征的模型作为最终的识别模型并标识出来。
环境采集模块45，设置为感知和采集用户所在环境，基于手机本身的各个硬件电路、功能软件、无线模块、传感模块的协同工作，如手机前后摄像头、录音机、加速度传感器、陀螺仪、光感、WIFI、GPS、蓝牙和射频收发芯片模块的设备的协同监测及工作，对用户当前周围的空间环境及场地进行实时跟踪和记录，同时多位一体的主动或被动互联监测，即对周边其他无线设备接入或断开监测，对无线信号强度监测，对小区基站信号进行监测，对GPS卫星定位信号进行跟踪监测，来实现用户周边环境的实时的环境感知及学习记录。
示例性工作过程为，当用户到达一个新的位置，环境采集模块首先会打开无线信号识别子模块，跟踪识别当前GPS经纬度变化，定位初步位置信息。如果GPS信号接收不了，会调用手机附近最近的小区基站信号，进行初步小区定位。如果搜索到当前位置存在固定AP和蓝牙设备信息，则进行位置寻址。
当用户手持手机到达一个新的环境或场所后，手机的前后摄像头A和B模块会在后台启动，抓取当前空间中的特征建筑或装饰场景图片，如灯具、天花板、墙顶图片等，如果用户将手机环绕四周，还可以对周围布置进行进一步采集，同时，本设计还可以通过侧向拍摄方法实现手机四周物品和装饰、图片的拍摄、收集和扫描，如图10所示，在手机的顶部、两侧CD处或底部E处增加拍摄孔，或利用手机结构上的耳机、MIC、卡针孔，在手机内外壳缝隙中放置微型反射棱镜，将手机左右两侧和底部的图像通过反射传输到手机后主摄像头的镜头附近，最后汇总到图像处理芯片中，对抓取到的图像进行处理、拼接或形成三维效果图，同时也可以抓取其中具有代表特征的图片，如关键字、条幅、摆设、 设施、物品等，将上述信息送到环境识别模块中，经过和基础环境感知库对比识别处理，定位当前的环境、场所和位置。
当用户从一个地方走到另外一个地方，手机内置光线识别子模块会启动，检测当前光线的种类及光强度、光通量的变化，同时，也可以检测其他光参数如照度、亮度等，比如，室内的光感强度是A阈值区间，室外的光感是B阈值区间，当用户在这两个位置之间经过时，光传感模块检测到两者之间的变化，就会激活并调用相应的环境采集响应。
同时，当用户在室内时，由于不同场所的光线亮度在同一时间段范围内是相对固定的，在不同场所内光源数目也是一定的，因此，当采集的多个点处的光感量和环境感知库中的数据相匹配时，就可以判定用户到达某一个环境场所中。
再次，此处使用光传感模块，可以分辨出采集到的光线种类，如太阳光、月光、白炽灯、荧光灯、LED灯、光线感应器是由两个组件即投光器及受光器所组成，利用投光器将光线由透镜将之聚焦，经传输而至受光器的透镜，再至接收感应器，接收感应器将收到的光线讯号转变成电信号，此电信号还可进一步作各种不同的开关及控制动作，其基本原理即对投光器受光器间的光线做遮蔽动作所获得的信号加以运用以完成各种自动化控制。由于不同类型光源光谱的波长不一样，如白炽灯波长范围约为400nm-780nm，太阳光波长范围约为20nm-2500nm，不同光源的可见范围、光色也有区别，如白色、黄色、紫色、红黄绿等。同时，不同光源的成分也不尽想相同，如太阳光中含有紫外线成分。通过增强性手机内置光采集模块和后端的处理模块，即测试出当前环境中光的属性和强度等其他参数，再通过环境识别模块中和预存环境感知库的光参数的阈值进行对比，即可识别出当前环境中光参数变化，对用户所处环境的做进一步判断。
同时，当锁定同一个基站小区信号后，当用户进入的房间的深度不一样，由于蜂窝信号的信道衰落，到达某一区域的信号强度范围相对固定，比如在全空旷地带，信号强度为-55DB，在半进入状态，信号强度为-65DB，而在全进入状态，信号强度为-75。再比如，用户在办公室区域，信号强度值为-63DB，而在会议室信号强度值为-73DB。虽然上述测量值存在一定的变动，但变化阈值相对有限。在设计中，终端***会实时采集手机一段时间内的平均值，并记录一段周期内用户到达该区域的曲线值，最后做均值计算作为最后的参考值。在实际测试中，为了场所切换的准确率，手机会同时获取附近多个小区基站的信号，然后以多个小区强度的变化均值作为环境切换变量。
以图9为例，当用户在户内GPS信号不好的环境中移动，如在当前位置A，手机通过射频收发芯片获取的底层蜂窝信号，到附近蜂窝小区ID编号2、3、5的信号强度分别是-55、-75、-70；而当用户移动到了位置B，手机侦测到当前蜂窝小区ID编号为-80、-75、-20，则可以识别出当前的位置B，到了B位置上，启动自适应控制程序，手机进入相关工作模式或用户提醒模式。
同样，当用户携带手机到有AP网络的位置时，终端也会根据WIFI当前连接的AP路由器SSID，识别当前位置并标记。如果室内只有一个WIFI固定点，还可以根据终端 和此AP的自动接入或断开，识别出当前用户的环境状态变化，同上，本设计也可以通过不同房间内WIFI信号强度的差异，来实现不同环境的感知和识别。
如果用户在上车、下车或者行车过程中，智能终端会通过***内置的运动状态监测子模块，如手机内置的加速度传感器及陀螺仪检测到当前手机加速度或角速度的跳变，即可知道用户的运动状态是在行驶过程中还是准备停车下车，进而可以启动对应的环境感知采集模块，根据测试到的用户当前所处的车型以及移动状态、交通状态、用户状态等，自发地在某一时刻对用户做出相应的指引和提示操作。
如用户在车上或者正在驾驶，智能终端会通过加速度传感器检测当前环境状态，采集车载语音提示信号，或通过蓝牙接入车载安全后台信号，或直接通过拍照采集用户驾驶图片，进行***的后台处理，以判别用户是否系上安全带，是否关闭了车载提醒***，并发出对应的提示信号，提醒用户把安全带系上。
同时，当用户把手机放在合适的位置，如当车载导航使用时，手机内部的加速度传感器和后摄像头会协同合作，测试当前汽车的加速度情况，如果汽车超速，或观察计算到即将闯红灯，手机相应模块就是启动提醒用户注意。
如果用户有随身穿戴设备，智能手机还会链接到此智能穿戴设备，根据穿戴设备测试到的用户的生理状态以及已经持续驾驶的时长，提醒用户是否该休息，或者启动防瞌睡音乐播放或FM广播模式，或自动进入振动模式，提醒用户靠边停车，或自动搜索附近服务区，提醒用户进入最近服务区休息。
如果用户下车，手机通过加速度传感器、陀螺仪、音频采集模块、光线传感采集模块的协同工作，检测到下车标志信号，如通过加速度传感器检测汽车速度和加速度的变化，通过陀螺仪检测车辆震动系数，通过音频采集模块采集汽车停车时的刹车声、手刹拉起声音、车内发动机工作噪声以及其他电子设备关闭声等，同时通过光感检测模块，检测手机从车内到车外的光线阈值变化，在上述各模块的协同检测和工作下，各环境感知采集模块将采集到的环境瞬间变化发送给环境识别模块，环境识别模块通过识别当前的用户的准确状态后，主动连接到相关模块，提示用户关闭门窗及其他电子设备或熄火，同时还会提示下车时携带好个人物品等。
环境识别模块46，对采集到的环境感知参数做***的统计、计算、分析、抓取关键信息。示例性地，对于***采集到每个环境感知信息，识别模块根据不同信息本质属性，抓取的不同的关键元素，如果同时有多个变量，则需要启动权衡当前变量的置信度和阈值属性，最后以***统计和计算结果为主。如在图片信息的环境场景识别中，会以图片识别、标志性图形识别、关键字、词组、短语、标语识别为主。而在音频识别中，则会以时间、地点、人物为主要关键字，或者不同环境下的特征关键词为标志，如食堂、健身房、家里、办公室、室外、医院、学校、机场等，都会有对应的特征关键词。在运动场景中，则会以加速度传感器、陀螺仪、指南针、磁力计等采集到的物体运动参数如速度、加速度、角速度、方向等为关键参数。有无线信号环境中，则会以手机中射频收发芯片模块、WIFI和 蓝牙模块、GPS接收模块或地磁检测模块检测到的小区信号强度、小区单元位置、WIFI信号RSSI值、热点位置信息、GPS信号载噪比信号、地磁场信号等，通过和电磁信号衰减参数模型对比，识别出当前环境变化。
自适应响应控制模块47，手机通过检测手机内置各功能模块的参数变化，触发环境采集工作，对当前用户所处的环境进行参数采集，然后控制识别模块，对采集到的参数进行场景识别，最后再结合手机自身的辅助参数信息触发相应的指令操作，将感知结果通知给用户。
基带芯片模块48，和自适应控制模块及用户设置模块相连，设置为接收用户设置模块的指令，并根据自适应控制模块的感知控制指令，控制手机完成对应操作以及其他复杂参数模型计算。
射频芯片模块49，用于环境采集模块中，手机和基站之间蜂窝信号的发射和接收、2G、3G、4G信号的接收、滤波、解调和数字化处理，并将数字化信号通过RSSI、RXRP、信噪比等形式汇报给基带芯片，进而给环境识别模块，进行信号衰减及电平强度的计算和分析。
无线芯片模块410，用于环境采集模块中，手机和其他无线设备如WIFI、蓝牙、RFID等之间无线信号的发射和接收、无线信号的滤波、解调和数字化处理，并将数字化信号通过RSSI、SSID等强度及地址信息形式汇报给基带芯片，进而给环境识别模块，进行信号衰减及电平强度，地址区域信息的计算和分析。
手机自身功能模块411，主要含有手机自身前后摄像头、光感器件、听筒、录音单元、加速度传感器单元、陀螺仪单元、GPS接收单元等。环境采集模块通过调用上述模块协调工作，采集所需的环境参数。同时获取手机自身功能及APP信息模块，如短信、邮件、微信、记事本、备忘录、闹钟、日历等。再通过手机马达、喇叭、呼吸灯、LED显示等功能模块的振动、铃声、闪烁、图形及文字显示、语音播报等方式，提醒用户当前需要做的事，或者需要注意的事项。
移动设备FLASH模块412，与基本环境感知库建立模块及新感知库建立模块相连，用于手机预存储的和新采集到的环境感知参数及模型数据的储存。
环境智能响应模块413，和基带芯片模块及自适应控制模块相连，用于实现智能终端的因环境感知变化的主动交互控制响应输出。通过接收自适应控制模块的控制指令，通过基带芯片模块控制手机内马达、喇叭、呼吸灯、LED显示等功能模块的振动，铃声、闪烁、图形及文字显示、语音播报等方式，提醒用户当前需要做的事，或者需要注意的事项。
图11为本实施例提供的智能终端的工作流程图，如图11所示，本实施例提供的移动终端工作方法包括以下步骤：
步骤S1101：用户开启终端智能环境感知模式及功能选项，设置对应的用户交互选项及参数输入，设置用户的生活工作信息提取选项。
步骤S1102：辅助信息采集模块采集用户的个人信息，如用户当前身体状态信息、个 人配置信息、终端获取单元信息及用户个人生活习惯信息，作为辅助信息参考值。
步骤S1103：基本环境感知库建立模块下载基本环境感知库模型，并按照需要实时更新用户常见的生活及工作场景信息；
步骤S1104：当用户到一个新的场所或地点，而此处和基本存储库信息都无法匹配时，或者有别于基本库特征中的环境特征的，则终端需要对新环境感知并采集，并自适应建立一个新库并专门命名。
步骤S1105：环境采集模块基于手机本身的各个硬件电路、功能软件、无线模块、传感模块的协同工作，对用户周边环境进行实时的环境感知及采集。
步骤S1106：环境识别模块对采集到的环境感知参数做***的统计、计算、分析、抓取关键信息，和基本环境库模块及新建库环境模块参数做比较，实现环境特性的识别。
步骤S1107：环境智能响应模块，和基带芯片模块及自适应控制模块相连，用于实现智能终端的因环境感知变化的主动交互控制响应输出。
步骤S1108：如果终端交互提示完成，用户收到该信号，并完成相应的操作或应答，自适应控制模块进入睡眠模式，等待下一次环境感知的唤醒。
步骤S1109：如果终端交互提示完成，用户没有完成相应的操作或应答，自适应控制模块经过一定时间间隔，再次提醒用户进行对应的操作，直到交互控制完成。
现以示例性应用场景为例进行说明。
应用场景一：
如用户在公司，当前所处的工作场景是实验室，下午2点左右要去会议室A开会，手机获取到记事本中的开会时间地点信息，开启摄像头，抓取到当前时刻的周围环境信息，比如天花板、周围仪表或实验室的灯光特征，或某小区基站信号强度参数，判别当前位置是实验室，而在会议开始前10分钟用户还停留在实验室，则会通过闹钟、信息显示、震动、语音等提示方式提示用户需要去会议室A开会，相关会议的开始时间、地点会显示出来。
当用户到达会议室后，手机环境采集模块检测到各环境参数变化，采集当前会议室的布置情况以及采集谈话关键词、灯光情况，判断当前环境是会议室，手机自动进入静音模式、震动模式，同时，手机会记录会议时长，在会议过程中，如果到特定时间，有新的工作日程安排，也会有信息提示。
应用场景二：
如果用户要出门了，手机会根据当前手机断开已有的家庭WIFI路由器，或室内外光线强度变化，提醒用户钥匙、钱包是不是带了，灯和其他电子设备是不是关了，还会根据当前手机内置天气软件检测未来天气情况以及气温变化情况，同时，开始摄像头单元，采集用户着装情况，提示用户是不是该携带雨伞了，提醒用户是不是该多带几件衣服了，或者需要更换当前所穿衣服了，如果用户已经这么做了，手机检测到了，则不会去通知并提 醒。
应用场景三：
如果用户出门在外，也远离工作区，则手机还会根据当前电量计算情况、手机用户行程安排以及最近用户常用充电点和当前位置的距离，提醒用户是否需要进入节能模式，或者还可以坚持的待机时长，是否需要定位最近的可用充电点，让用户可以时刻掌握自己的当前用电状态，以免在手机电量不足的时候因为忘记给手机充电而到达不了下一个目的地。
应用场景四：
如果用户在上车、下车或者行车过程中，智能终端会通过***内置的运动状态监测子模块，如手机内置的加速度传感器及陀螺仪检测到当前手机加速度或角速度的跳变，即可知道用户的运动状态是在行驶过程中还是准备停车下车，进而可以启动对应的环境感知采集模块，根据测试到的用户当前所处的车型以及移动状态、交通状态、用户状态等，自发地在某一时刻对用户做出相应的指引和提示。
如用户在车上或者正在驾驶，智能终端会通过加速度传感器检测当前环境状态、采集车载语音提示信号，或通过蓝牙接入车载安全后台信号，或直接通过拍照采集用户驾驶图片，进行***后台处理，以判别用户是否系上安全带，是否关闭了车载提醒***，并发出对应的提示信号，提醒用户把安全带系上。
同时，当用户把手机放得合适的位置，如当车载导航使用时，手机内部的加速度传感器和后摄像头会协同合作，测试汽车当前的加速度情况，如果汽车超速，或观察计算到即将闯红灯，手机相应模块就启动提醒用户注意。
如果用户有随身穿戴设备，智能手机还会链接到此智能穿戴设备，根据穿戴设备测试到的用户的生理状态以及已经持续驾驶的时长，提醒用户是否该休息，或者启动防瞌睡音乐播放或FM广播模式，或自动进入振动模式，提醒用户靠边停车，或自动搜索附近服务区，提醒用户进入最近服务区休息。
如果用户下车，手机通过加速度传感器、陀螺仪、音频采集模块、光线传感采集模块的协同工作，检测到下车标志信号，如通过加速度传感器检测汽车速度和加速度的变化，通过陀螺仪检测车辆震动系数，通过音频采集模块采集汽车停车时的刹车声、手刹拉起声音、车内发动机工作噪声或其他电子设备关闭声等，同时通过光感检测模块，检测手机从车内到车外的光线阈值变化，在上述各模块的协同检测和工作下，各环境感知采集模块将采集到的环境瞬间变化发送给环境识别模块，环境识别模块通过识别用户当前的准确状态，主动链接到相关模块，提示用户关闭门窗及其他电子设备或熄火，同时还会提示下车时携带好个人物品等。
本实施例提供了一种新型智能、便捷、安全的移动终端或穿戴设备的自适应环境感知控制装置，以保证设备能在各种应用环境自适应操作，并提醒用户需要注意的问题、事项和工作生活安排，对用户的生活常见事务进行实时的跟踪和管理。该装置可以对用户当前周围的空间环境及场地进行实时采集、记录和跟踪，并结合采集到的用户当前状态或实现 输入的信息安排集终端内部的采集到的各辅助信息以及建立好的环境识别库，对当前检测到的环境、用户当前状态、用户需要进行的下一步工作、任务、安排和计划做比较，自适应控制手机提示用户需要进行的相应指令操作。该装置可以让用户的智能终端自我学习、自我感知，并真正升级为以终端为主导、使得终端和用户可以实时互通互动的超级终端。在终端的使用中，手机不完全依赖于用户的自主控制，终端可以自我感知环境的变化，并进入相应的工作模式中，时刻监控用户的实时动态，在必要时刻做出响应、通知或提醒用户该做什么，不该做什么。让终端可以成为我们的生活小管家和随身秘书。
综上可知，通过本公开实施例的实施，至少存在以下有益效果：
本公开实施例提供了一种终端工作控制方法，该方法通过采集用户的生活工作信息作为辅助信息参考值，使用终端设备感知及采用用户周边环境的环境感知参数，对环境感知参数进行处理，获取环境感知关键信息，调用环境感知库，根据环境感知关键信息确定终端当前环境的控制特性，根据当前环境的控制特性及辅助信息参考值，确定待控制工作参数的实际参数值，并执行实现对终端工作的控制。在整个过程中，完全由终端自行运行，不需要用户设置，解决了终端控制依赖用户管理及设置操作的问题，增强了用户的使用体验。
本领域内的技术人员应明白，本公开的实施例可提供为方法、***或计算机程序产品。因此，本公开可采用硬件实施例、软件实施例或结合软件和硬件方面的实施例的形式。而且，本公开可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器和光学存储器等)上实施的计算机程序产品的形式。
本公开是参照根据本公开实施例的方法、设备(***)和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器，使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中，使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品，该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上，使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理，从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。
以上仅是本公开的示例性实施例而已，并非对本公开做任何形式上的限制，凡是依据本公开的技术实质对以上实施方式所做的任意简单修改、等同变化、结合或修饰，均仍属 于本公开技术方案的保护范围。
工业实用性
本公开实施例提供的终端工作控制方法，通过使用终端设备感知及采用用户周边环境的环境感知参数，并根据环境的环境感知参数及其他控制特性实现对终端工作的控制，解决了终端控制依赖用户管理及设置操作的问题，改善了用户的使用体验。

Claims (18)

  1. 一种终端工作控制方法，包括：
    根据预设的待控制工作参数，采集用户的生活工作信息，作为辅助信息参考值；
    使用终端设备感知及采用用户周边环境的环境感知参数，对所述环境感知参数进行处理，获取环境感知关键信息；
    调用环境感知库，根据所述环境感知关键信息确定终端当前环境的控制特性；
    根据所述当前环境的控制特性及所述辅助信息参考值，确定所述待控制工作参数的实际参数值，并执行。
  2. 如权利要求1所述的终端工作控制方法，其中，所述采集用户的生活工作信息包括：
    直接调用用户设置的生活工作信息，作为所述辅助信息参考值中的直接信息；
    分析用户使用终端进行日常交互数据，间接获取用户设置的生活工作信息，作为所述辅助信息参考值中的间接信息。
  3. 如权利要求1所述的终端工作控制方法，其中，在采集用户的生活工作信息之前，还包括：
    根据用户操作设置待感知的环境感知参数；
    根据用户操作设置待控制的待控制工作参数。
  4. 如权利要求1所述的终端工作控制方法，其中，所述环境感知库包括至少一个生活工作场景的场景信息，所述场景信息包括用于控制终端工作的控制属性、以及用于识别当前场景的识别信息，所述根据所述环境感知关键信息确定终端当前环境的控制特性包括：
    比对所述环境感知关键信息与所述各场景信息中的识别信息；
    根据比对结果，确定对应的场景信息；
    调用对应场景信息的控制属性，作为所述当前环境的控制特性。
  5. 如权利要求4所述的终端工作控制方法，其中，还包括：在检测到新场景信息时，根据用户操作确定所述新场景信息的控制属性，根据终端感知结果确定所述新场景信息的识别信息；并将所述新场景信息更新到所述环境感知库中。
  6. 如权利要求1至5任一项所述的终端工作控制方法，其中，所述使用终端设备感知及采用用户周边环境的环境感知参数包括：
    使用终端设备获取终端位置信息；
    和/或，使用终端设备获取光线变化值；
    和/或，使用终端设备获取当前环境的图片、音频及运动状态中的至少一种；
    和/或，使用终端设备获取信号强度变化值，所述信号强度变化值包括当前蜂窝信号强度变化值和/或无线局域网信号强度变化值。
  7. 一种终端工作控制装置，包括：采集模块及控制模块，其中，
    所述采集模块设置为根据预设的待控制工作参数，采集用户的生活工作信息，作为辅 助信息参考值，使用终端设备感知及采用用户周边环境的环境感知参数；
    所述控制模块设置为对所述环境感知参数进行处理，获取环境感知关键信息；调用环境感知库，根据所述环境感知关键信息确定终端当前环境的控制特性；根据所述当前环境的控制特性及所述辅助信息参考值，确定所述待控制工作参数的实际参数值，并执行。
  8. 如权利要求7所述的终端工作控制装置，其中，所述采集模块设置为直接调用用户设置的生活工作信息，作为所述辅助信息参考值中的直接信息；分析用户使用终端进行日常交互数据，间接获取用户设置的生活工作信息，作为所述辅助信息参考值中的间接信息。
  9. 如权利要求7所述的终端工作控制装置，其中，还包括设置模块，设置为在采集用户的生活工作信息之前，根据用户操作设置待感知的环境感知参数；根据用户操作设置待控制的待控制工作参数。
  10. 如权利要求7所述的终端工作控制装置，其中，所述环境感知库包括至少一个生活工作场景的场景信息，所述场景信息包括用于控制终端工作的控制属性以及用于识别当前场景的识别信息，所述控制模块设置为比对所述环境感知关键信息与所述各场景信息中的识别信息；根据比对结果，确定对应的场景信息；调用对应场景信息的控制属性，作为所述当前环境的控制特性。
  11. 如权利要求10所述的终端工作控制装置，其中，所述控制模块还设置为在检测到新场景信息时，根据用户操作确定所述新场景信息的控制属性，根据终端感知结果确定所述新场景信息的识别信息；并将所述新场景信息更新到所述环境感知库中。
  12. 如权利要求7至11任一项所述的终端工作控制装置，其中，所述采集模块设置为使用终端设备获取终端位置信息；和/或，使用终端设备获取光线变化值；和/或，使用终端设备获取当前环境的图片、音频及运动状态中的至少一种；和/或，使用终端设备获取信号强度变化值，所述信号强度变化值包括当前蜂窝信号强度变化值和/或无线局域网信号强度变化值。
  13. 一种终端，包括：感知模块、存储器及处理器，其中，
    所述感知模块设置为使用终端设备感知及采用用户周边环境的环境感知参数；
    所述处理器用于根据预设的待控制工作参数，采集用户的生活工作信息，作为辅助信息参考值；对所述环境感知参数进行处理，获取环境感知关键信息；调用环境感知库，根据所述环境感知关键信息确定终端当前环境的控制特性；根据所述当前环境的控制特性及所述辅助信息参考值，确定所述待控制工作参数的实际参数值，并执行。
  14. 如权利要求13所述的终端，其中，所述处理器设置为直接调用用户设置的生活工作信息，作为所述辅助信息参考值中的直接信息；分析用户使用终端进行日常交互数据，间接获取用户设置的生活工作信息，作为所述辅助信息参考值中的间接信息。
  15. 如权利要求13所述的终端，其中，所述处理器还设置为在采集用户的生活工作信息之前，根据用户操作设置待感知的环境感知参数；根据用户操作设置待控制的待控制工作参数。
  16. 如权利要求13所述的终端，其中，所述环境感知库包括至少一个生活工作场景的场景信息，所述场景信息包括用于控制终端工作的控制属性、以及用于识别当前场景的识别信息，所述处理器用于比对所述环境感知关键信息与所述各场景信息中的识别信息；根据比对结果，确定对应的场景信息；调用对应场景信息的控制属性，作为所述当前环境的控制特性。
  17. 如权利要求16所述的终端，其中，所述处理器还用于在检测到新场景信息时，根据用户操作确定所述新场景信息的控制属性，根据终端感知结果确定所述新场景信息的识别信息；并将所述新场景信息更新到所述环境感知库中。
  18. 如权利要求13至17任一项所述的终端，其中，所述感知模块设置为使用终端通信单元获取终端位置信息；和/或，使用终端光识别传感器获取光线变化值；和/或，使用终端辅助设备获取当前环境的图片、音频及运动状态中的至少一种；和/或，使用终端通信单元获取信号强度变化值，所述信号强度变化值包括当前蜂窝信号强度变化值和/或无线局域网信号强度变化值。19.一种存储介质，设置为存储程序代码，所述程序代码用于执行权利要求1至6中任一项所述的终端工作控制方法。
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CN113507702A (zh) * 2021-05-28 2021-10-15 西安闻泰信息技术有限公司 蓝牙连接方法、装置、车载蓝牙设备和存储介质
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