CN108108020A - The data analysing method and device of indoor evacuation system of behavior based on virtual reality - Google Patents

The data analysing method and device of indoor evacuation system of behavior based on virtual reality Download PDF

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Publication number
CN108108020A
CN108108020A CN201711394012.7A CN201711394012A CN108108020A CN 108108020 A CN108108020 A CN 108108020A CN 201711394012 A CN201711394012 A CN 201711394012A CN 108108020 A CN108108020 A CN 108108020A
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China
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measured
data
time period
emergency evacuation
preset time
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Inventor
李楠
林婧
潘博航
吴文龙
李博功
李平
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Beijing Ke Yi Technology Co Ltd
Tsinghua University
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Beijing Ke Yi Technology Co Ltd
Tsinghua University
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Priority to CN201711394012.7A priority Critical patent/CN108108020A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/011Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
    • G06F3/015Input arrangements based on nervous system activity detection, e.g. brain waves [EEG] detection, electromyograms [EMG] detection, electrodermal response detection
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T19/00Manipulating 3D models or images for computer graphics
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2203/00Indexing scheme relating to G06F3/00 - G06F3/048
    • G06F2203/01Indexing scheme relating to G06F3/01
    • G06F2203/011Emotion or mood input determined on the basis of sensed human body parameters such as pulse, heart rate or beat, temperature of skin, facial expressions, iris, voice pitch, brain activity patterns

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computer Hardware Design (AREA)
  • Computer Graphics (AREA)
  • Biomedical Technology (AREA)
  • Dermatology (AREA)
  • General Health & Medical Sciences (AREA)
  • Neurology (AREA)
  • Neurosurgery (AREA)
  • Human Computer Interaction (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses a kind of data analysing method of the indoor evacuation system of behavior based on virtual reality, including:Measured's testing staff's information on emulation platform analyzes personnel's flow, the behavior act information of personnel of preset range distance;When emulation platform starts, the dermal resistance sensor with measured is acquired the data of measured, and when emulation platform end simulation emergency evacuation scene, the dermal resistance sensor with measured completes the data acquisition to measured;To data analysis, the conduct route track of measured is obtained.This method provides a kind of experiment porch of virtual subway station emergency evacuation scene, can Real Time Observation be tested behavior in virtual subway station emergency evacuation scene, effective acquisition in real time simultaneously and analysis data, quickly and effectively realize the emergency evacuation behavioral study in subway station.Flexibility and ease for use with utilization.The invention also discloses a kind of data analysis set-ups of the indoor evacuation system of behavior based on virtual reality.

Description

The data analysing method and device of indoor evacuation system of behavior based on virtual reality
Technical field
The present invention relates to public safety technical field, more particularly to a kind of indoor evacuation behavior system based on virtual reality The data analysing method and device of system.
Background technology
With the variation in epoch and the progress of science and technology, the vehicles around us are more and more, to everyone Life all bring great convenience.Especially metropolitan subway is as the fast and efficiently vehicles.The thing followed It is this relatively closed limited space of subway station, densely populated place, especially evening peak travel time morning on working day.Therefore, ground Personnel's emergency evacuation problem of this public environment of iron is current urgent problem.And the development of virtual reality (VR) technology Make it possible researcher's emergency evacuation problem in virtual subway station.
The content of the invention
Based on this, it is necessary to for traditional technology there are the problem of, a kind of virtual subway station emergency evacuation scene is provided Experiment porch, can Real Time Observation be tested behavior in virtual subway station emergency evacuation scene, while effective acquisition in real time with Data are analyzed, quickly and effectively realize the emergency evacuation behavioral study in subway station.Flexibility and ease for use with utilization.
In a first aspect, an embodiment of the present invention provides a kind of data of the indoor evacuation system of behavior based on virtual reality point Analysis method, the described method includes:The measured for being configured binocular vision photographic device detects on the emulation platform built in advance Personal information, and accurately analyze personnel's flow of preset range distance, the behavior act information of personnel;In preset time period It is interior, when the emulation platform starts simulation emergency evacuation scene, at least one dermal resistance sensor with the measured Start to be acquired the data of the measured, it is described tested when the emulation platform end simulation emergency evacuation scene At least one dermal resistance sensor with person completes the data acquisition to the measured;According to the preset time All data of acquisition are analyzed in section, obtain the conduct route track of the measured.
In one of the embodiments, further include:All data according to being gathered in the preset time period are analyzed, Obtain the measured completed between preset time period described in arbitrary two groups the evacuation time used, travel distance and The speed of travel.
In one of the embodiments, further include:All data gathered in the preset time period are subjected to data envelope It fills and stores.
In one of the embodiments, further include:In the preset time period, according to the measured The real-time data analysis that at least one dermal resistance sensor obtains draws the measured multiple physiological index, and root in real time The psychologic status of the measured is analyzed according to the multiple physiological index.
In one of the embodiments, the multiple physiological index is to correspond relation with the psychologic status, wherein, The multiple physiological index numerical value is all higher than the maximum of the preset range threshold value of the multiple physiological index, the corresponding psychology Situation is defined as the state of emergency, the multiple physiological index numerical value within the preset range threshold value of the multiple physiological index, The corresponding psychologic status is positioned as normal condition.
In one of the embodiments, the multiple physiological index includes:Heart rate index, dermatopolyneuritis, blood pressure index with And body temperature index.
In one of the embodiments, the binocular vision photographic device is additionally operable to that the emulation platform is started to simulate to answer During anxious evacuation scene, fire location information, burning things which may cause a fire disaster strength information and the fire behavior developing state information of appearance are detected in real time.
In one of the embodiments, the observed terminals of the binocular vision photographic device and the emulation platform operation without Line connects.
Second aspect, an embodiment of the present invention provides a kind of computer readable storage medium, the computer-readable storage Be stored with computer program on medium, the computer program realized when being executed by processor above-mentioned first aspect based on virtual The data analysing method of the indoor evacuation system of behavior of reality.
The third aspect, an embodiment of the present invention provides a kind of computer program product for including instruction, when the computer journey When sequence product is run on computers so that computer performs the method described in above-mentioned first aspect.
Fourth aspect, the present invention provides a kind of data analysis dresses of indoor evacuation system of behavior based on virtual reality It puts, including:Detection and analysis module, for being configured the measured of binocular vision photographic device in the emulation platform built in advance Upper testing staff's information, and accurately analyze personnel's flow of preset range distance, the behavior act information of personnel;Gather mould Block, when simulating emergency evacuation scene in preset time period, the emulation platform to start, with the measured at least One dermal resistance sensor starts to be acquired the data of the measured, when the emulation platform end simulation meet an urgent need it is thin During end of a performance scape, the data of the measured are adopted at least one dermal resistance sensor completion with the measured Collection;Analysis and acquisition module for being analyzed according to all data gathered in the preset time period, obtain described tested The conduct route track of person.
The data analysing method and device of a kind of indoor evacuation system of behavior based on virtual reality provided by the invention, quilt The measured of configuration binocular vision photographic device testing staff's information on the emulation platform built in advance, and accurately analyze Personnel's flow of preset range distance, the behavior act information of personnel;In preset time period, it is emergent that emulation platform starts simulation When evacuating scene, at least one dermal resistance sensor with measured starts to be acquired the data of measured, when imitative During true platform end simulation emergency evacuation scene, at least one dermal resistance sensor with measured is completed to measured's Data acquisition;All data according to being gathered in preset time period are analyzed, and obtain the conduct route track of measured.The party Method provides a kind of experiment porch of virtual subway station emergency evacuation scene, can Real Time Observation subject in virtual subway station emergency evacuation Behavior in scene, while effective acquisition in real time and analysis data, quickly and effectively realize the emergency evacuation row in subway station For research.Flexibility and ease for use with utilization.
Description of the drawings
Fig. 1 is a kind of data analysis of indoor evacuation system of behavior based on virtual reality in one embodiment of the invention The flow diagram of method;And
Fig. 2 is a kind of data analysis of indoor evacuation system of behavior based on virtual reality in one embodiment of the invention The structure diagram of device.
Specific embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, it is right with reference to the accompanying drawings and embodiments The data analysing method and device of a kind of indoor evacuation system of behavior based on virtual reality proposed by the present invention carry out further It is described in detail.It should be appreciated that specific embodiment described herein is not intended to limit the present invention only to explain the present invention.
As shown in Figure 1, the data point for a kind of indoor evacuation system of behavior based on virtual reality in one embodiment The flow diagram of analysis method, specifically includes following steps:
Step 102, it is configured the measured of the binocular vision photographic device testing staff on the emulation platform built in advance Information, and accurately analyze personnel's flow of preset range distance, the behavior act information of personnel.
In the present embodiment, when binocular vision photographic device is additionally operable to start emulation platform simulation emergency evacuation scene, go out Existing fire location information, burning things which may cause a fire disaster strength information and fire behavior developing state information is detected in real time.It is it is understood that double Visually feel photographic device and the observed terminals wireless connection of emulation platform operation.
Step 104, in preset time period, when emulation platform starts simulation emergency evacuation scene, with measured extremely A few dermal resistance sensor starts to be acquired the data of measured, when emulation platform end simulation emergency evacuation scene When, at least one dermal resistance sensor with measured completes the data acquisition to measured.
Step 106, analyzed according to all data gathered in preset time period, obtain the conduct route rail of measured Mark.
In one embodiment, the disclosure further includes:All data according to being gathered in preset time period are analyzed, and are obtained Measured is taken to complete evacuation time, travel distance and the speed of travel used between arbitrary two groups of preset time periods.By This, improves the accuracy of analysis.
In one embodiment, the disclosure further includes:All data gathered in preset time period are subjected to data encapsulation And it stores.The flexibility transferred to the data encapsulated and high efficiency are improved as a result,.
In one embodiment, the disclosure further includes:In preset time period, according at least one skin with measured The real-time data analysis that skin current sensor obtains draws measured's multiple physiological index in real time, and according to multiple physiological index Analyze the psychologic status of measured.It should be noted that multiple physiological index are to correspond relation with psychologic status, In, multiple physiological index numerical value are all higher than the maximum of the preset range threshold value of multiple physiological index, corresponding psychologic status definition For the state of emergency, multiple physiological index numerical value are within the preset range threshold value of multiple physiological index, corresponding psychologic status positioning For normal condition.Wherein, multiple physiological index include:Heart rate index, dermatopolyneuritis, blood pressure index and body temperature index.
A kind of data analysing method of indoor evacuation system of behavior based on virtual reality provided by the invention is configured double The measured for visually feeling photographic device testing staff's information on the emulation platform built in advance, and accurately analyze default model Enclose personnel's flow, the behavior act information of personnel of distance;In preset time period, emulation platform starts simulation emergency evacuation field Jing Shi, at least one dermal resistance sensor with measured start to be acquired the data of measured, work as emulation platform During end simulation emergency evacuation scene, the data of measured are adopted at least one dermal resistance sensor completion with measured Collection;All data according to being gathered in preset time period are analyzed, and obtain the conduct route track of measured.This method provides A kind of experiment porch of virtual subway station emergency evacuation scene, can Real Time Observation subject in virtual subway station emergency evacuation scene Behavior, while effective acquisition in real time and analysis data quickly and effectively realize the emergency evacuation behavioral study in subway station. Flexibility and ease for use with utilization.
Based on same inventive concept, a kind of data analysis of the indoor evacuation system of behavior based on virtual reality is additionally provided Device.Due to the principle that the data analysis set-up of the indoor evacuation system of behavior based on virtual reality solves the problems, such as and foregoing one kind The data analysing method of indoor evacuation system of behavior based on virtual reality is similar, therefore, is somebody's turn to do the interior based on virtual reality and dredges Dissipating the implementation of the data analysis set-up of system of behavior it is no longer superfluous can to repeat part according to the specific steps time limit of preceding method It states.
As shown in Fig. 2, the data point for a kind of indoor evacuation system of behavior based on virtual reality in one embodiment The structure diagram of analysis apparatus.
Specifically, the data analysis set-up of the indoor evacuation system of behavior based on virtual reality includes:Detection and analysis mould Block 200 is used to be configured the measured of binocular vision photographic device testing staff's information on the emulation platform built in advance, and Accurately analyze personnel's flow, the behavior act information of personnel of preset range distance;Acquisition module 400 is used for when default Between in section, when emulation platform starts simulation emergency evacuation scene, at least one dermal resistance sensor with measured starts The data of measured are acquired, it is at least one with measured when emulation platform end simulation emergency evacuation scene Dermal resistance sensor completes the data acquisition to measured;Analysis is with acquisition module 600 for according to being adopted in preset time period All data of collection are analyzed, and obtain the conduct route track of measured.
A kind of data analysis set-up of indoor evacuation system of behavior based on virtual reality provided by the invention, including:Inspection It surveys and detects people on the emulation platform built in advance with analysis module 200 for being configured the measured of binocular vision photographic device Member's information, and accurately analyze personnel's flow of preset range distance, the behavior act information of personnel;Acquisition module 400 is used In in preset time period, when emulation platform starts simulation emergency evacuation scene, at least one dermal resistance with measured Sensor starts to be acquired the data of measured, when emulation platform end simulation emergency evacuation scene, with measured At least one dermal resistance sensor complete data acquisition to measured;Analysis is used for acquisition module 600 according to default All data of acquisition are analyzed in period, obtain the conduct route track of measured.The device provides one kind virtually The experiment porch of iron station emergency evacuation scene, can Real Time Observation be tested behavior in virtual subway station emergency evacuation scene, together When in real time effectively acquisition with analysis data, quickly and effectively realize subway station in emergency evacuation behavioral study.With utilization Flexibility and ease for use.
The embodiment of the present invention additionally provides a kind of computer readable storage medium.It is stored on the computer readable storage medium There is computer program, which is performed by processor in Fig. 1.
The embodiment of the present invention additionally provides a kind of computer program product for including instruction.When the computer program product exists When being run on computer so that the method that computer performs above-mentioned Fig. 1.
One of ordinary skill in the art will appreciate that realizing all or part of flow in above-described embodiment method, being can be with Relevant hardware is instructed to complete by computer program, the program can be stored in a computer read/write memory medium In, the program is upon execution, it may include such as the flow of the embodiment of above-mentioned each method.Wherein, the storage medium can be magnetic Dish, CD, read-only memory (Read-Only Memory, ROM) or random access memory (Random Access Memory, RAM) etc..
Each technical characteristic of embodiment described above can be combined arbitrarily, to make description succinct, not to above-mentioned reality It applies all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited In contradiction, the scope that this specification is recorded all is considered to be.
Embodiment described above only expresses the several embodiments of the present invention, and description is more specific and detailed, but simultaneously Cannot the limitation to the scope of the claims of the present invention therefore be interpreted as.It should be pointed out that for those of ordinary skill in the art For, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to the guarantor of the present invention Protect scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.

Claims (10)

  1. A kind of 1. data analysing method of the indoor evacuation system of behavior based on virtual reality, which is characterized in that the method bag It includes:
    It is configured the measured of binocular vision photographic device testing staff's information on the emulation platform built in advance, and accurately Analyze personnel's flow, the behavior act information of personnel of preset range distance;
    In preset time period, when the emulation platform starts simulation emergency evacuation scene, at least one with the measured A dermal resistance sensor starts to be acquired the data of the measured, when the emulation platform end simulation emergency evacuation During scene, at least one dermal resistance sensor with the measured completes the data acquisition to the measured;
    All data according to being gathered in the preset time period are analyzed, and obtain the conduct route track of the measured.
  2. 2. it according to the method described in claim 1, it is characterized in that, further includes:According to the institute gathered in the preset time period There are data to be analyzed, obtain the measured completed between preset time period described in arbitrary two groups evacuation it is used when Between, travel distance and the speed of travel.
  3. 3. it according to the method described in claim 1, it is characterized in that, further includes:It is all by what is gathered in the preset time period Data carry out data encapsulation and store.
  4. 4. it according to the method described in claim 1, it is characterized in that, further includes:In the preset time period, according to the quilt The real-time data analysis that at least one dermal resistance sensor with survey person obtains show that the measured is more in real time A physiological index, and analyze according to the multiple physiological index the psychologic status of the measured.
  5. 5. according to the method described in claim 4, it is characterized in that, the multiple physiological index and the psychologic status are mutual Correspondence, wherein, the multiple physiological index numerical value is all higher than the maximum of the preset range threshold value of the multiple physiological index Value, the corresponding psychologic status are defined as the state of emergency, and the multiple physiological index numerical value is in the pre- of the multiple physiological index If within range threshold, the corresponding psychologic status is positioned as normal condition.
  6. 6. method according to claim 4 or 5, which is characterized in that the multiple physiological index includes:Heart rate index, skin Skin resistance, blood pressure index and body temperature index.
  7. 7. according to the method described in claim 1, it is characterized in that, the binocular vision photographic device is additionally operable to the emulation When platform starts simulation emergency evacuation scene, fire location information, burning things which may cause a fire disaster strength information and the fire behavior developing state letter of appearance Breath is detected in real time.
  8. 8. the method according to claim 1 or 7, which is characterized in that the binocular vision photographic device and the emulation are flat The observed terminals wireless connection of platform operation.
  9. 9. a kind of computer readable storage medium, wherein, computer program, institute are stored on the computer readable storage medium It states and such as claim 1-8 any one of them methods is realized when computer program is executed by processor.
  10. 10. a kind of data analysis set-up of the indoor evacuation system of behavior based on virtual reality, which is characterized in that including:
    Detection and analysis module, the measured for being configured binocular vision photographic device examine on the emulation platform built in advance Personal information is surveyed, and accurately analyzes personnel's flow of preset range distance, the behavior act information of personnel;
    Acquisition module, when simulating emergency evacuation scene in preset time period, the emulation platform to start, the measured At least one dermal resistance sensor with it starts to be acquired the data of the measured, when the emulation platform terminates When simulating emergency evacuation scene, at least one dermal resistance sensor with the measured is completed to the measured Data acquisition;
    Analysis and acquisition module, for being analyzed according to all data gathered in the preset time period, obtain the quilt The conduct route track of survey person.
CN201711394012.7A 2017-12-21 2017-12-21 The data analysing method and device of indoor evacuation system of behavior based on virtual reality Pending CN108108020A (en)

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Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101075275A (en) * 2007-06-28 2007-11-21 上海交通大学 Multi-role distributed cooperating simulation drilling method
CN102117528A (en) * 2011-01-14 2011-07-06 同济大学 Dynamic feedback type tunnel fire intelligent evacuating and rescuing system based on digitizing technique
CN103394171A (en) * 2013-08-02 2013-11-20 重庆大学 Large high-rise building indoor fire urgent evacuation indication escape method and system
CN104517003A (en) * 2014-09-04 2015-04-15 上海市建筑科学研究院(集团)有限公司 Virtual experiment platform system and method for crowd evacuation feature testing and drilling
CN105547285A (en) * 2016-01-30 2016-05-04 清华大学 Virtual reality technology-based in-building navigation system
CN106448312A (en) * 2016-08-24 2017-02-22 重庆迪马工业有限责任公司 Control method for simulating escape teaching truck working system
CN107038925A (en) * 2017-06-09 2017-08-11 成都智建新业建筑设计咨询有限公司 Fire disaster escaping simulation system in building based on virtual reality
CN107330147A (en) * 2017-05-26 2017-11-07 北京交通大学 A kind of subway station personnel emergency evacuation emulation mode and system

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101075275A (en) * 2007-06-28 2007-11-21 上海交通大学 Multi-role distributed cooperating simulation drilling method
CN102117528A (en) * 2011-01-14 2011-07-06 同济大学 Dynamic feedback type tunnel fire intelligent evacuating and rescuing system based on digitizing technique
CN103394171A (en) * 2013-08-02 2013-11-20 重庆大学 Large high-rise building indoor fire urgent evacuation indication escape method and system
CN104517003A (en) * 2014-09-04 2015-04-15 上海市建筑科学研究院(集团)有限公司 Virtual experiment platform system and method for crowd evacuation feature testing and drilling
CN105547285A (en) * 2016-01-30 2016-05-04 清华大学 Virtual reality technology-based in-building navigation system
CN106448312A (en) * 2016-08-24 2017-02-22 重庆迪马工业有限责任公司 Control method for simulating escape teaching truck working system
CN107330147A (en) * 2017-05-26 2017-11-07 北京交通大学 A kind of subway station personnel emergency evacuation emulation mode and system
CN107038925A (en) * 2017-06-09 2017-08-11 成都智建新业建筑设计咨询有限公司 Fire disaster escaping simulation system in building based on virtual reality

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Application publication date: 20180601