WO2004082248A1 - Configurable control of a mobile device by means of movement patterns - Google Patents
Configurable control of a mobile device by means of movement patterns Download PDFInfo
- Publication number
- WO2004082248A1 WO2004082248A1 PCT/IB2004/050186 IB2004050186W WO2004082248A1 WO 2004082248 A1 WO2004082248 A1 WO 2004082248A1 IB 2004050186 W IB2004050186 W IB 2004050186W WO 2004082248 A1 WO2004082248 A1 WO 2004082248A1
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- WIPO (PCT)
- Prior art keywords
- recording
- movement pattern
- movement
- sensor
- unit
- Prior art date
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Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/16—Constructional details or arrangements
- G06F1/1613—Constructional details or arrangements for portable computers
- G06F1/1633—Constructional details or arrangements of portable computers not specific to the type of enclosures covered by groups G06F1/1615 - G06F1/1626
- G06F1/1684—Constructional details or arrangements related to integrated I/O peripherals not covered by groups G06F1/1635 - G06F1/1675
- G06F1/1694—Constructional details or arrangements related to integrated I/O peripherals not covered by groups G06F1/1635 - G06F1/1675 the I/O peripheral being a single or a set of motion sensors for pointer control or gesture input obtained by sensing movements of the portable computer
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/16—Constructional details or arrangements
- G06F1/1613—Constructional details or arrangements for portable computers
- G06F1/1626—Constructional details or arrangements for portable computers with a single-body enclosure integrating a flat display, e.g. Personal Digital Assistants [PDAs]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input 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
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/03—Arrangements for converting the position or the displacement of a member into a coded form
- G06F3/033—Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor
- G06F3/0346—Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor with detection of the device orientation or free movement in a 3D space, e.g. 3D mice, 6-DOF [six degrees of freedom] pointers using gyroscopes, accelerometers or tilt-sensors
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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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2200/00—Indexing scheme relating to G06F1/04 - G06F1/32
- G06F2200/16—Indexing scheme relating to G06F1/16 - G06F1/18
- G06F2200/163—Indexing scheme relating to constructional details of the computer
- G06F2200/1637—Sensing arrangement for detection of housing movement or orientation, e.g. for controlling scrolling or cursor movement on the display of an handheld computer
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M2250/00—Details of telephonic subscriber devices
- H04M2250/12—Details of telephonic subscriber devices including a sensor for measuring a physical value, e.g. temperature or motion
Definitions
- the invention relates to a mobile device and a method to control a mobile device.
- a large number of electronic mobile devices is known, among inter alia, mobile telephones, organizers, palmtops as well as audio and video playback devices. These devices are mobile, i.e. they can be easily carried around by a user in one hand and are not cable-bound.
- an operating interface which usually includes optical indicators such as LEDs, LCD displays and/or a screen as well as input means such as keys, touch screen or an input area, which reacts to touches, for example by using a pen.
- Speech control is also known now to a limited extent.
- JP 2000-312255 describes a mobile telephone which has an acceleration sensor.
- the acceleration sensor delivers a signal and a recognition unit recognizes a corresponding acceleration pattern.
- the acceleration pattern is compared with a previously stored acceleration pattern. On matching, a speech, recognition unit in the mobile telephone is activated.
- the mobile device has a device operating unit, at least one sensor, a recording unit, an assigning unit and a comparing unit.
- these units are first to be rega.rded as purely functional, i.e. they need not necessarily be separate sub- assemblies, but the function of several of said units can be realized within one or more common sub-assemblies.
- the electronic device has at least one microprocessor, on which at least parts of the functions of the device operating unit as well as the functions of recording, assigning and comparing unit are realized in the form of a program running on it.
- the device functional unit represents the actual device function: This may be, for example, the operation of the mobile device as a mobile telephone.
- the device operating unit includes all the functions of a known mobile telephone as well as the sub- assemblies required for it.
- the device operating unit can also include the functions of a playback device for compressed digital music files (for example MP3) or of a CD player.
- the device operating unit can also include the functions of a palmtop computer or organizer. Many other functions can also be considered.
- the mobile device has at least one sensor for detecting the movement of the device.
- a suitable sensor can detect, for example, a rotation, linear movement and/or acceleration of the device.
- several sensors are provided which produce sensor signals corresponding to the acceleration in different spatial directions or the rotation around different axes.
- the signal delivered by the sensors reflects the movement of the device.
- the device can be controlled through movements.
- the user moves the mobile device by hand.
- the movement is recognized by the sensor.
- Different movements such as circling, shaking, turning to and fro can be differentiated with the help of the resultant sensor signal.
- the temporal sequence of the movements is designated here as a movement pattern.
- the device can be brought into a recording mode by recording a movement pattern.
- the recording mode can be activated for example by pressing a key as a start signal and similarly ended by pressing a key as an end signal. There may also be provided that the recording mode terminates automatically after a predefined time span. It is also possible that several sensor signals are assessed for recording a movement pattern, i.e. the respective movement of the device is carried out several times by the user and the corresponding sensor signals are processed to take certain deviations in the repeated execution of the same movement into consideration. In the recording mode the signal of the sensor(s) is assessed. A representation of the signal is stored in a memory. This may be for example sample values of the signal so that the time of the signal is mostly completely stored.
- the sensor signal is subdivided however into semi-stationary sections (called “windows") for which a spectrum is computed.
- the intensity of the signal in different spectral areas is stored in the form of a vector (called 'feature vector') which represents the signal in the pertinent window.
- 'feature vector' represents the signal in the pertinent window.
- the sequence of all feature vectors can be used directly as representation of the total signal. It can, however, also be used for setting (called “training") of the parameters of a statistical model (for example, called Hidden Markov Model, HMM).
- HMM Hidden Markov Model
- the sensor signal would be represented by the statistical model and its parameters.
- the use of statistical models for signal representation is particularly advantageous, if more than one recording of the movement pattern is available.
- the user can define an assignment between a movement pattern and a device operation to be triggered by it.
- the assigning unit is used for this purpose.
- the definition is stored.
- the defining is done preferably in the form of a dialog, where the user selects one from a number of offered device operations and links it to a stored movement pattern.
- the assignment of several different movement patterns to one operation is also possible.
- the sensor signal is assessed continuously.
- a comparing unit serves for continuous comparison of the current sensor signal with the recorded movement pattern or the stored representation. If it is established that the current sensor signal corresponds to the recorded movement pattern or the representation exactly or with a defined deviation, then the device operation assigned to the movement pattern is triggered.
- the comparison between sensor signal and recorded movement pattern it is possible to use various known methods for example, use of the neural networks or Hidden Markov Models as described in the book "Pattern Classification" by Duda, Hart, Stork, Second Edition, Wiley-Interscience Publication. Preferred are known pattern comparison methods, as they are used in speech recognition.
- the mobile device can very individually be adapted for operation by the user in the described manner.
- the user can define along its longitudinal axis, for example, a brief shaking of the telephone with to and fro movements. If the user wishes to query his voice mailbox in the operating mode, i.e. form the normal stand-by mode of the mobile telephone, he makes the appropriate movement with the mobile telephone. The movement is recorded by the sensors and recognized as matching with the recorded movement pattern. This automatically triggers the device operation i.e. calling the voice mailbox.
- a movement pattern is recorded, but several different movement patterns can also be trained i.e. recorded.
- Each of these movement patterns is assigned by the user to a desired device operation.
- the user can also achieve easily an intuitive operation of the device in such a manner that, for example, a strong shake of an audio playback device can lead to interruption of the current playback and start of a playback of a new audio file selected randomly from the memory.
- a strong shake of an audio playback device can lead to interruption of the current playback and start of a playback of a new audio file selected randomly from the memory.
- it could be interesting to configure their device by assigning a personalized movement pattern vocabulary such that operating them is practically possible only for them.
- the control method as invented has major advantages even for people who are not in a position to use the device in any other form, say due to a handicap.
- Fig. 1 shows a mobile device in a three-dimensional coordinates system
- Fig. 2 shows a schematic representation of sub-assemblies of the mobile device of Fig. 1,
- Fig. 3 shows time sequences for sensor signals
- Figs. 4 to Fig.6 show displays of a mobile device.
- Fig. 1 shows a mobile telephone as an example of a mobile device.
- a coordinate system with X, Y and Z axes is shown in Fig. 1 in relation to device 10, where the Y axis runs in the longitudinal direction of the oblong casing of the mobile telephone 10.
- the X, Y and Z axes are mutually orthogonal.
- the angles of rotation ⁇ x, ⁇ ; ⁇ z are defined around the coordinates X, Y and Z respectively.
- Acceleration sensors are arranged in the mobile telephone 10, which detect positive and negative accelerations a x , ay, az in the direction of the X, Y, Z axes and rotational accelerations ⁇ x, ⁇ 5 ⁇ z around these axes. Such sensors are known as such and therefore not explained any further here.
- Fig. 2 shows the functional units of the mobile telephone 10 in a schematic manner.
- the mobile telephone 10 has a display 12 and a keyboard 14.
- the actual device functions of the mobile telephone 10 are brought together in the device operating unit 16.
- the details of the mobile telephone operating unit 16 are sufficiently known as such and therefore not explained any further here.
- the sensors here generally called S, a recording and comparing unit 18 and a memory 20 are provided for the special control of the device operating unit 16 by means of movement patterns.
- the sensors S deliver the respective time-dependent sensor signals (t), ay (t), az, ⁇ x (t), ⁇ y (t), ⁇ z (t) to the unit 18, which processes these signals as shown below.
- Fig. 3 shows by way of example a possible time sequence of these signals as obtained on a respective movement of the mobile telephone 10 in the coordinate system from Fig. 1.
- the signal of the sensors S is combined in a vector S (t). Differentiation is made between recording mode and operating mode for the operation of the mobile telephone 10 by movement patterns.
- the recording mode does the recording of a movement pattern which is assigned to a device function.
- the operating mode corresponds to the usual operation of the device operating unit 16, where the sensor signal S (t) is continuously observed and compared to the stored movement pattern.
- the mobile telephone is placed in the recording mode by keying in on the keyboard 14.
- Fig. 4 shows how a respective message on the screen 12 prompts the user to activate the recording mode.
- the recording is started by pressing a key 22.
- the sensor signal S (t) is recorded.
- the user is prompted to end the recording by pressing a key 24.
- the recording of the signal S (t) takes place first by sampling the signal and storing the sampling value. After terminating the recording, characteristic features of the recorded sensor signals are stored in a memory as shown below.
- the sensor signals (a(t), ⁇ (t)) are sub-divided into quasi-stationary sections ("windows") lasting for example 10 ms.
- a spectrum is computed by using known methods from digital signal processing (DFT).
- DFT digital signal processing
- the intensity of the signals in different spectral areas (filter bank) is recorded in the form of a vector.
- the vectors of the different sensor signals pertaining to a window thus obtained, when written one below the other, form a new vector, the what is called feature vector.
- This describes the movement of the device in a small tune window.
- the sequence of all the feature vectors pertaining to the respective windows represents the recorded movement and is used for training the parameters of a Hidden-Markov-Model (HMM).
- HMM Hidden-Markov-Model
- the thus obtained characteristic features (parameters of the HMM) as representation of the recorded movement pattern are stored in the memory 20.
- the corresponding movement pattern can be recorded by the user through only a one-time training. In general, however, better results are obtained if the same movement pattern is executed multiple times in the recording mode and the corresponding sensor signal S (t) is recorded and used for training the pertinent HMM.
- the operation of the mobile telephone when the above-described recording does not take place, is designated as operating mode. This comprises the stand-by mode in the mobile telephone 10, but may also include the operating mode in which a telephone conversation is conducted.
- the possibly pre-processed (i.e. extraction of the above-described feature vectors) sensor signal S (t) is reviewed continuously in the operating mode, if it matches one of the recorded movement patterns.
- the checking for a match of the movement patterns is similarly carried out with known techniques.
- the probability of the respective model generating the respective signal section is determined, for example, at every moment for each of the previously trained movement pattern-HMMs and each possible signal section ending at the time t.
- the model with the highest probability is selected ("recognized"), or none in case this probability lies below one of the previously settable sensitivity thresholds. If none of the models shows the minimum probability required, a new attempt is made at time t+1.
- the history of the signal is erased (because there cannot be any overlapping patterns) and the search for other patterns is started anew at t+1.
- the selection of a model means that a movement pattern was recognized.
- the recording and comparing unit 18 control the operating unit 16 appropriately, such that the device function linked with the recognized movement pattern is executed.
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- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Computer Hardware Design (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Telephone Function (AREA)
- Mobile Radio Communication Systems (AREA)
Abstract
Description
Claims
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
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EP03100609.1 | 2003-03-11 | ||
EP03100609 | 2003-03-11 |
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WO2004082248A1 true WO2004082248A1 (en) | 2004-09-23 |
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PCT/IB2004/050186 WO2004082248A1 (en) | 2003-03-11 | 2004-03-02 | Configurable control of a mobile device by means of movement patterns |
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Cited By (24)
Publication number | Priority date | Publication date | Assignee | Title |
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WO2006000639A1 (en) * | 2004-06-24 | 2006-01-05 | Nokia Corporation | Controlling an electronic device |
WO2006043581A1 (en) | 2004-10-19 | 2006-04-27 | Vodafone K.K. | Function control method, and terminal device |
WO2006063671A1 (en) * | 2004-12-16 | 2006-06-22 | Vodafone Holding Gmbh | Mobile terminal for use in telecommunications networks |
WO2006120211A1 (en) * | 2005-05-11 | 2006-11-16 | Eurotech Spa | Energy saving device for a portable electronic apparatus |
EP1727337A1 (en) * | 2005-05-24 | 2006-11-29 | Primax Electronics Ltd | Instruction processing system of handheld electronic apparatus |
EP1885106A1 (en) | 2006-08-03 | 2008-02-06 | Research In Motion Limited | Motion-based user interface for handheld |
EP1885109A2 (en) * | 2006-08-02 | 2008-02-06 | Samsung Electronics Co., Ltd. | Mobile terminal and event processing method |
WO2008085769A1 (en) * | 2007-01-07 | 2008-07-17 | Apple Inc. | Portable electronic device with alert acceleration sensor for adapting the volume of the alert signal |
WO2008104843A1 (en) * | 2007-03-01 | 2008-09-04 | Sony Ericsson Mobile Communications Ab | Motion-controlled audio output |
US7562459B2 (en) | 2006-01-06 | 2009-07-21 | Tcl Communication Technology Holdings, Ltd. | Method for entering commands and/or characters for a portable communication device equipped with a tilt sensor |
WO2010044911A1 (en) * | 2008-10-15 | 2010-04-22 | Sony Ericsson Mobile Communications Ab | Linkage between motion sensing and position application in a portable communication device |
EP2221755A1 (en) | 2009-02-10 | 2010-08-25 | EM Microelectronic-Marin SA | Chip card comprising a sensor and method for manufacturing such a chip card |
DE102010033901A1 (en) | 2010-08-10 | 2012-02-16 | Volkswagen Ag | Motor vehicle, has display for displaying information for operation of functions of vehicle, near field communication-interface arranged beside display or before display, and instrument panel arranged in front of steering wheel |
DE102011009213A1 (en) | 2010-08-10 | 2012-02-16 | Volkswagen Ag | Motor vehicle i.e. land craft, has telephone controller controlling mobile telephone, and near field communication type-interface creating near field communication-type-communication link to another near field communication type-interface |
DE102010033883A1 (en) | 2010-08-10 | 2012-02-16 | Volkswagen Ag | Method for transferring data between mobile device and motor car, involves displaying representation symbolizing mobile device on display when mobile device or interface of mobile device is positioned in range of interface of motor car |
DE102011010711B3 (en) * | 2011-02-09 | 2012-07-26 | Deutsche Telekom Ag | Method for updating data in memory of mobile telephone, involves generating status information based on type of internet connection, by considering location information and acceleration data |
US8230610B2 (en) | 2005-05-17 | 2012-07-31 | Qualcomm Incorporated | Orientation-sensitive signal output |
US20120231838A1 (en) * | 2011-03-11 | 2012-09-13 | Microsoft Corporation | Controlling audio of a device |
DE102011013761A1 (en) | 2011-03-12 | 2012-09-13 | Volkswagen Aktiengesellschaft | Method for operating motor vehicle i.e. motor car, involves automatically initializing Bluetooth type communication link by shock sensor according to unique knocking of mobile telephone against motor vehicle at predetermined area |
EP2041950B1 (en) * | 2006-07-13 | 2013-07-24 | Sony Ericsson Mobile Communications AB | Conveying commands to a mobile terminal through proximity to a trigger device and through body motions detected by an accelerometer |
US20150095678A1 (en) * | 2013-09-27 | 2015-04-02 | Lama Nachman | Movement-based state modification |
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WO2006000639A1 (en) * | 2004-06-24 | 2006-01-05 | Nokia Corporation | Controlling an electronic device |
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WO2006120211A1 (en) * | 2005-05-11 | 2006-11-16 | Eurotech Spa | Energy saving device for a portable electronic apparatus |
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CN101611617A (en) * | 2007-03-01 | 2009-12-23 | 索尼爱立信移动通讯股份有限公司 | Exported by the audio frequency of motion control |
WO2008104843A1 (en) * | 2007-03-01 | 2008-09-04 | Sony Ericsson Mobile Communications Ab | Motion-controlled audio output |
WO2010044911A1 (en) * | 2008-10-15 | 2010-04-22 | Sony Ericsson Mobile Communications Ab | Linkage between motion sensing and position application in a portable communication device |
EP2221750A1 (en) * | 2009-02-10 | 2010-08-25 | EM Microelectronic-Marin SA | Chip card comprising a sensor and method for manufacturing such a chip card |
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DE102010033901B4 (en) | 2010-08-10 | 2022-03-17 | Volkswagen Ag | Motor vehicle with a display for showing variable information for operating functions of the motor vehicle |
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DE102011009213A1 (en) | 2010-08-10 | 2012-02-16 | Volkswagen Ag | Motor vehicle i.e. land craft, has telephone controller controlling mobile telephone, and near field communication type-interface creating near field communication-type-communication link to another near field communication type-interface |
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CN102708900B (en) * | 2011-03-11 | 2016-09-14 | 微软技术许可有限责任公司 | A kind of method controlling equipment audio frequency and mobile device thereof |
US9008639B2 (en) * | 2011-03-11 | 2015-04-14 | Microsoft Technology Licensing, Llc | Controlling audio of a device |
CN102708900A (en) * | 2011-03-11 | 2012-10-03 | 微软公司 | Controlling audio of a device |
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