WO2010042545A2 - System and method for preventing cell phone use while driving - Google Patents
System and method for preventing cell phone use while driving Download PDFInfo
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- WO2010042545A2 WO2010042545A2 PCT/US2009/059732 US2009059732W WO2010042545A2 WO 2010042545 A2 WO2010042545 A2 WO 2010042545A2 US 2009059732 W US2009059732 W US 2009059732W WO 2010042545 A2 WO2010042545 A2 WO 2010042545A2
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- mobile
- mobile wireless
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W48/00—Access restriction; Network selection; Access point selection
- H04W48/02—Access restriction performed under specific conditions
- H04W48/04—Access restriction performed under specific conditions based on user or terminal location or mobility data, e.g. moving direction, speed
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/08—Access security
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/025—Services making use of location information using location based information parameters
- H04W4/027—Services making use of location information using location based information parameters using movement velocity, acceleration information
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management
- H04W64/006—Locating users or terminals or network equipment for network management purposes, e.g. mobility management with additional information processing, e.g. for direction or speed determination
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/02—Processing of mobility data, e.g. registration information at HLR [Home Location Register] or VLR [Visitor Location Register]; Transfer of mobility data, e.g. between HLR, VLR or external networks
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S2205/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S2205/001—Transmission of position information to remote stations
- G01S2205/002—Transmission of position information to remote stations for traffic control, mobile tracking, guidance, surveillance or anti-collision
Definitions
- GPS Global Positioning System
- accelerometer sensors have been widely supported in the next generation of mobile phones (i.e. cell phones, smart phones).
- GPS and accelerometer sensors have been equipped in iPhone 3G smart phones from Apple Inc., while 50% of Nokia mobile phones shipped in 2009 will be GPS-enabled.
- a system for monitoring and controlling the use of a mobile computing device includes a data server containing a model of a road network specifying traffic routes at a selected location.
- a mobile wireless computing device is configured o wirelessly communicate with the data server.
- An embedded accelerometer and a GPS receiver are included in the wireless device.
- a mobile device control module in communication with the wireless device and the data server provides a motion data cache to record data from the GPS receiver and accelerometer, an activity mode recognition module configured to determine a type of activity based on the motion data cache, and a use permission module in communication with the data server to provide timing and location information at which the wireless device can be used based on the activity mode.
- the mobile device control module can be downloaded and operated on the wireless device, with some aspects of the control module operated on and communicated with the data server.
- a computing device in communication with the data server can be used to select timing and location information in which use of the wireless device is permitted or restricted.
- a graphical user interface can be used to restrict use of the wireless device during certain periods such as school time or after a curfew time. Use may also be restricted at certain geographic locations or paths, such as along a route to school, or work, or at a specific location such as a user's school. In addition, use of the wireless device may be permitted along a known bus route.
- the motion data cache can also be used to record the location, speed, and acceleration of the mobile wireless computing device each time a phone call is transmitted from or received by the wireless device.
- the data in the motion data cache can be transmitted to and stored on the data server.
- the data in the motion data cache can be compared with the user permission data to enable a driver safety statistic to be calculated based on when and where the wireless computing device was used and the motion of the device.
- the driver safety statistic may be decreased for certain user behaviors, such as use of the device while driving a vehicle, and use of the device during restricted time periods.
- the wireless device may collect data during periods other than when phone calls are answered or made. For example, the wireless device may collect speed and location information and report that information back to the data server.
- the driver safety statistic can also be decreased based on driving behavior, such as speeding, abnormal acceleration, abnormal deceleration, and taking sharp turns.
- the safety statistic can be reported to or calculated at the data server.
- the safety statistic and other information collected by the wireless device can be made available to selected individuals, such as a user's parents or guardian, or desired a third party such as an insurance company.
- the insurance company can provide the user a discounted rate in return for the user maintaining a safety statistic that is greater than a selected threshold value.
- the activity recognition module is configured to identify when the user of the wireless device is performing a task, such as walking, running, or driving. In addition, the activity recognition module can identify when a user is substantially stationary.
- a dynamic call handling module is configured to place the wireless device in a selected mode based on the activity mode. For example, when it is identified that the user is driving based on information from the accelerometer and GPS receiver, then the wireless device can be placed in a driving mode.
- the module can be used to communicate to a caller that the mobile wireless computing device is not available when the activity mode recognition module identifies a specific type of restricted activity, such as driving.
- the module may disable the wireless device from making or receiving calls in certain modes, such as the driving mode.
- selected phone calls such as emergency phone calls may be allowed.
- the wireless device may emit a selected ringtone when the user is driving to allow the user to stop the vehicle and answer the phone call.
- FIG. 1 is an illustration of a system for monitoring and controlling the use of a mobile computing device in accordance with an embodiment of the present invention
- FIG. 2 is a flow chart depicting a user permission management and driving safety monitoring system on a web server in accordance with an embodiment of the present invention
- FIG. 3 is a flow chart depicting a driving safety monitoring program on a mobile phone client in accordance with an embodiment of the present invention
- FIG. 4 is a timeline of a GPS collection data period in accordance with an embodiment of the present invention.
- FIG. 5 is a flow chart depicting how to combine two sources of data from the embedded GPS receiver and accelerometer in a mobile phone to precisely identify the type of motion in accordance with one embodiment of the present invention.
- modules may be implemented as a hardware circuit comprising custom VLSI circuits or gate arrays, off-the-shelf semiconductors such as logic chips, transistors, or other discrete components.
- a module may also be implemented in programmable hardware devices such as field programmable gate arrays, programmable array logic, programmable logic devices or the like.
- Modules may also be implemented in software for execution by various types of processors.
- An identified module of executable code may, for instance, comprise one or more physical or logical blocks of computer instructions, which may, for instance, be organized as an object, procedure, or function. Nevertheless, the executables of an identified module need not be physically located together, but may comprise disparate instructions stored in different locations which, when joined logically together, comprise the module and achieve the stated purpose for the module.
- a module of executable code may be a single instruction, or many instructions, and may even be distributed over several different code segments, among different programs, and across several memory devices.
- operational data may be identified and illustrated herein within modules, and may be embodied in any suitable form and organized within any suitable type of data structure. The operational data may be collected as a single data set, or may be distributed over different locations including over different storage devices, and may exist, at least partially, merely as electronic signals on a system or network.
- the modules may be passive or active, including agents operable to perform desired functions.
- EXAMPLE EMBODIMENTS By utilizing GPS and accelerometer sensors embedded in mobile phones to monitor driving safety performance, an integrated and economical solution can be created to detect and prevent unsafe driving behavior such as talking on or texting with mobile phones while driving.
- the driving safety data can be recorded in mobile phones and then transmitted to a centrally managed data server through wireless communication links, such as
- GSM/GPRS Global System for Mobile communications
- Usage restrictions on mobile phones, such as permissible traffic routes and schedules, can be input through an internet web site and further sent to designated mobile phones.
- a driving safety evaluation module can be used to perform a statistical analysis on collected raw driving data. The evaluation module can then calculate corresponding safety scores. The safety scores can be used by consumers and insurance agencies to determine insurance premiums for related drivers.
- the system can also be used by parents to prevent their teenage drivers from operating a motorized vehicle while texting, calling or performing other unsafe driving actions.
- the system can also be used by commercialized vehicle companies, rail companies, and the like to proactively control the use of mobile devices while their commercial vehicle drivers are operating vehicles, trains, airplanes, helicopters, and the like.
- the system comprises a client/server architecture, which consists of a centrally managed driving safety data server 104, an interactive user control web site 102, and a network of mobile phones 106 equipped with GPS 1 14 and/or accelerometer 1 16 sensors.
- client/server architecture which consists of a centrally managed driving safety data server 104, an interactive user control web site 102, and a network of mobile phones 106 equipped with GPS 1 14 and/or accelerometer 1 16 sensors.
- a graphical user interface can be installed on a data input device 102, such as a computer, laptop, smart phone, or other computerized device.
- the graphical user interface can be used to communicate, via a connection such as an internet connection, with a data server 104.
- the data server can include geographic data that enables parents or commercialized vehicle companies to specify permissible or restricted routes and time schedules for the use of calling or texting capability in a mobile phone 106 when the phone is in driving mode. Restricted routes can be selected based on the driver's typical driving patterns, such as to school, sporting events, and leisure activities.
- the permissible routes can include bus routes and metro routes that will enable passenger phones to operate while the phone is moving at a relatively high rate of speed.
- train operators a train's route can be easily specified using the graphical user interface, thereby restricting a train operator from using selected mobile devices while the train is in operation.
- a client 110 unit on a GPS-enabled mobile phone 106 establishes a wireless connection 108 to the driving safety data server 104 in a computer network.
- a user can download the required software from the server 104 to the mobile phone 106 to set up the client unit on the phone.
- the driving safety data server can return use permission data to a specific phone client.
- the phone client can store the permission data into a local use permission database 1 12 for easy access.
- Motion data recording When a call is made or received using a mobile phone 106, the mobile phone client 1 10 can record location, speed and acceleration data from sensors embedded in the wireless device, such as a GPS sensor 1 14 and accelerometer 1 16. The data can be recorded to a local motion data cache 1 18 for further processing.
- the local data cache can be used to store raw data for an extended time period of time in order to provide sufficient information for a user activity mode recognition program 120.
- a user activity mode recognition program 120 estimates the context of mobile phone use. For example, the mobile phone or other electronic device may be used while driving, walking or remaining still.
- the user activity mode recognition program can be used to determine if the use of a mobile phone in the related context violates the pre-set permission policies.
- a dynamic call handling program 122 that is in communication with the activity mode recognition program 120 can be used to enable the phone 104 to communicate to a caller that the mobile phone user is currently driving.
- the phone can also signal to the driver with a different hngtone based on the predefined caller priority so that the driver can decide whether to pull over the car to take the call or call back later.
- motion data and activity mode estimation results of a user of the mobile phone 106 can be transmitted to the driving safety data server 104, and further displayed through an interactive user control website to enable visualization of possible violations of mobile phone use or unsafe driving behavior such as speeding, abnormal deceleration and sharp turns.
- the raw driving performance data of a user of the mobile phone 106 can be processed to provide a driving safety index or score for the user.
- a system user can share the safety score of the user of the mobile phone 106 with a third party such as an insurance company 130 to obtain insurance premiums.
- the cost of the insurance premium for the user can be reduced or increased based on the safety score of the user.
- the premium cost may be adjusted periodically based on the user's safety score during the previous period. For example, the cost may be adjusted monthly, quarterly, semi-annually, or annually.
- a commercial vehicle operator can be offered incentives based on the operator's safety score, thereby encouraging the vehicle operator to operate the vehicle within acceptable parameters.
- a mobile phone 106 can have two mutually exclusive modes: a GPS monitoring/navigation mode and a communication mode. Based on acceleration data from the embedded accelerometer 1 16, an always-on activity recognition program can detect the activity status of a mobile phone user during various activities. The activity status of the mobile phone may be listed as: driving, walking, remaining still, or unknown due to insufficient data. If the status of the mobile phone user is recognized as driving, the mobile phone can automatically switch to the GPS navigation mode to prevent the use of communication capabilities except for emergency calls. If the mobile phone user is recognized as not driving, the mobile phone can switch back to the communication mode.
- a GPS monitoring/navigation mode Based on acceleration data from the embedded accelerometer 1 16, an always-on activity recognition program can detect the activity status of a mobile phone user during various activities. The activity status of the mobile phone may be listed as: driving, walking, remaining still, or unknown due to insufficient data. If the status of the mobile phone user is recognized as driving, the mobile phone can automatically switch to the GPS navigation mode to prevent the use of communication capabilities except for emergency
- the use of the mobile phone client 1 10 that includes the motion data cache 1 18, the activity mode recognition 120, the use permission database 1 12, and the dynamic call handling module 122 provides a reliable method to detect and prevent talking while driving. For example, the mobile phone client does not block a phone call based on delayed and inaccurate GPS data. Use of GPS data alone can create unreliable mode recognition results. This can result in incorrect disruption of cell phone service which can lead to unpleasant user experiences and further limit the system deployment.
- the mobile phone client 1 10 first records the position, speed and acceleration data for a certain time period. For example, in one exemplary embodiment, the data may be recorded for a period of up to several minutes.
- the motion data can be recorded even after a phone call or text messages ends, as shown in FIG. 4.
- the activity mode recognition module can be used to determine the context of a phone call to a selected user based on previously collected motion data, and adjust the related safety score for the user if a violation is identified.
- the system can be used to prevent talking/texting while driving by penalizing the unsafe behavior after the fact.
- the user mode recognition program can better identify the context of a phone call, and make driving safety monitoring more reliable.
- the mobile phone client 1 10 utilizes the GPS 1 14 and accelerometer 1 16 sensors embedded in mobile phones to track location, speed and acceleration data of a driver.
- the communication links available in the mobile phone can be used to transit driving safety performance data to a central data server.
- the seamlessly integrated tracking and communication capabilities do not require additional or external hardware purchase or modifications.
- the system can be easily deployed by a software download from the Internet to a mobile phone.
- the system provides a more economical and convenient method to enforce personalized driving safety regulations. For example, the system can be used to enforce a mandatory 50 hours supervised driving practice for new drivers, as required by many states.
- the invention provides more incentives in terms of credits or discounts for insurance policyholders and insurance companies to work together to improve driver safety performance.
- the system can prevent countless motorized vehicle accidents and deaths, thereby enabling a significant amount of money to be saved for the mobile phone owner and insurance company.
- commercial companies employing drivers can be assured that their drivers will not be distracted by wireless devices. This can significantly reduce potentially catastrophic accidents for which the company may be responsible.
- While the mobile phone client 1 10 is illustrated in FIG. 1 as including a variety of modules, caches, and databases, it is also possible that these may be located remotely, such as on the driving safety server, or on a mobile phone service provider's network.
- the location of software and firmware used to create the functionality of the system for monitoring and controlling the use of a mobile computing device illustrated in FIG. 1 can be based on a tradeoff between the complexity of the mobile device and the amount of information communicated on the mobile device's network. By placing more modules, caches, and databases on the mobile device, it can require a more complex device (having more memory). However, the amount of communication needed to operate the system can be reduced.
- modules, caches and databases can enable the use of a simpler mobile device, but may require additional communication between the mobile device 106, the driving data safety server 104, and the mobile device service provider (not shown).
- the actual location of the modules, caches, and databases can be decided based on engineering and business needs.
- FIG. 2 illustrates a flow chart depicting a user permission management and driving safety monitoring system located on a web server.
- a parent can use a the use permission input interface 202 to input their teen driver's cell phone number and the parent's phone number that can receive the teen driver's safety violation records by phone calls, voice mails or text messages.
- the parent may further specify locations, routes and areas where their teenagers are permitted or not allowed to use the cell phone and/or drive a car.
- a parent may detail a time schedule and speed limit associated with each route or each type of road that their teen drivers should strictly obey.
- All the use permission data are organized and combined into a use permission database 206, which can be further compressed to different data formats and wirelessly sent to the corresponding mobile phone client 210 operating on a mobile phone or other type of communication device for phone and automobile usage monitoring purposes.
- the motion data from a mobile phone can be transmitted to the driving safety performance database in the data server 208.
- the safety performance data and use permission data can be crosschecked with each other and used in a later driving safety score evaluation module 212.
- an initial driving score can be set as 100 points for a selected period, such as the period in which the car is in motion (i.e. the trip), or for a set period such as a day.
- Point deductions from the initial driving score can be determined by the relationship between types of driving safety violations and traffic accidents. For example, 1-10 mph over the speed limit may deduct 20 points, and 1 1 -15 mph over the speed limit may deduct 30 points from the score.
- unsafe behaviors of talking-while-driving and texting-while-dhving can be accordingly associated with different point penalties.
- the score over a selected time period e.g.
- FIG. 3 illustrates a flow chart depicting a driving safety monitoring program on a mobile phone client. If the mobile phone is not in monitoring mode, the motion recording process can be activated 302 on the phone. This may be accomplished by the user of the phone, or through an automated process by the mobile phone client when a selected type of motion is detected. For example, the reporting process may be activated when an outgoing call 301 is made or an incoming call 303 is received.
- the GPS receiver 314 can collect location and speed data of the mobile device.
- the accelerometer 316 can collect acceleration/deceleration data in different axes. Each motion measurement from the GPS sensor and accelerometer can be associated with a timestamp, and stored in a local motion data cache 304 for each pre-specified sampling interval.
- the activity mode recognition module 306 can use recorded time stamped data to estimate the type of activity: driving, walking, running or remaining substantially still. If no sufficient data are available to identify the activity mode with high confidence, the estimation result is temporally marked as unknown, and the activity mode recognition module 306 can wait for more motion data to make final estimations with high confidence.
- the dynamical call handling module 308 can allow or disallow users to receive or make a call, text a message play games, or use other components or software programs on a mobile computing device such as a mobile phone.
- a "user is driving" message 310 may be sent to the caller or other appropriate response messages may be similarly programmed and sent based on the collected data.
- the cell phone user can be notified by different ringtones 312 for different callers so that a decision can be made if the cell phone user needs to pull over to receive the call, or ignore the current in-coming call and make a call back after the user arrives at his/her destination.
- the dynamical call handling module 308 also determines if the cell phone is allowed to function based on use permission data 318.
- the use permission data 318 can be communicated to the mobile computing device through the mobile phone communication link 320 from a computer or server 322, as previously discussed. Data from the motion data cache 304 and the activity mode recognition module 306 can be transmitted to a local driving safety performance database 324. The collected driving safety information can be sent back to the server 322 through mobile phone communication links 320. If the use permission database, activity mode recognition module 306, and motion data cache 304 all signal that the mobile phone is not traveling at a high rate of speed, and is available for use, based on time and location, then it can be placed in a "ready to use" mode 313.
- TTFF Time to First Fix
- the embedded GPS receiver 314 in a mobile phone is typically turned off by default when a mobile phone is in standby mode or not is not charged. Otherwise, if the GPS receiver is always on, the battery of a GPS-enabled phone can only last a very short time period, e.g. 4- 5 hours.
- the GPS receiver is re-activated only right after a phone call is made or received. If the position of the current phone call is different from the position of the previous phone call, which is most likely to occur for a talking-while-driving user, then the GPS receiver needs a cold start, which takes about from 30 seconds to 2 minutes. If the user only takes a couple of seconds to answer the phone call or view the text message, after the communication process completes, the GPS sensor may has not received any reliable GPS location data yet, or may not have sufficient data to make a high- quality estimation for user activity mode.
- TTFF Time to First Fix
- a driver's cell phone can be used to receive information about a deviation/change from an itinerary or a pre-set route, to receive information regarding special traffic conditions, to report a vehicle breakdown or mechanical problems, and so forth.
- certain types of communication modes such as talking while driving through headsets may be allowed to increase the driver's efficiency.
- one embodiment of a system for monitoring and controlling the use of a mobile computing device can be configured to dynamically switch communication mode to GPS mode depending on the complexity of driving conditions. This is in contrast to an embodiment that does not allow any non-emergency cell phone communications at driving mode, especially for teen drivers.
- the activity mode recognition module 306 can use a number of data sources, such as the motion data cache 304, traffic incident reports from public or private traffic information providers, real-time traffic information from roadside sensors, and local traffic data exchanges through vehicle-to-vehicle communications.
- a statistical model can be used to estimate and classify the complexity of driving situations and driving attention needs, and then accordingly prevent the cell phone use under complex/critical driving contexts.
- the communication mode can be automatically disabled using the dynamic call handling module 308.
- the driver can then fully focus on the prevailing driving condition. After the driving condition demands less driving attention and the complexity of the driving condition is classified as sufficiently low, the received messages from dispatchers can be displayed or read to a driver at a later time.
- FIG. 4 illustrates that the type of activity can be identified reliably using a post-processing technique of the present invention.
- the GPS sensor and accelerometer can start to record a motion time series.
- the sensors can continue to collect the data for an extended time period, e.g. 6 minutes, to determine the type of the current activity.
- the risky behaviors of talking while driving or texting while driving may not be identified in real-time due to limited data, but the post-processing technique can deliver high-confidence estimation results. In this manner, any unsafe driving behaviors can be penalized after the fact by deducting the driving safety score in the data server, as previously discussed.
- the extended data collection time period if the user changes the activity mode, for example, from driving to fully stop, or from stop to driving, the system uses acceleration data from the accelerometer to determine the change of activity mode, and then further estimate the motion type before or after the change.
- FIG. 5 illustrates how to combine information from GPS and accelerometer sensors to precisely identify the type of activity.
- GPS location data are first fetched from different timestamps 502, and a space-mean speed measure is calculated 504 as traveled distance divided by time interval. If the space-mean speed is in a high-speed range, then the user is likely to be in driving mode 506. If the space-mean speed is substantially near zero or equal to zero, then the user is likely in "remaining stationary" mode 508. If a GPS measurement gives a median range space-mean speed (e.g. 1 mph- 15 mph), then accelerometer data need to be fetched 510 and the magnitude of acceleration/deceleration is calculated 512 for the same data collection time interval. If the motion magnitude is high, then the user can be identified as likely to be running 514.
- a median range space-mean speed e.g. 1 mph- 15 mph
- a method 600 for monitoring and controlling the use of a mobile computing device is disclosed, as depicted in the flow chart of FIG. 6.
- the method includes the operation of measuring 610 a speed of the mobile computing device over a selected time period using a GPS receiver to provide speed data.
- An acceleration of the mobile computing device is also measured 620 over the selected time to provide acceleration data.
- An activity mode of the mobile computing device is determined 630 based on the speed data and the acceleration data gathered over the selected period of time. The activity mode can be selected from walking, running, driving, and stationary.
- a use permission database can be queried 640 to determine if the mobile computing device is accessible based upon predetermined rules stored in the use permission database.
- the use permission database contains predetermined temporal and geographic limitations at which the mobile computing device can be used.
- Access is provided 650 to functions of the mobile computing device based on the activity mode and the use permission database rules.
- Access to the mobile computing device can be provided to inbound calling, outbound calling, texting, and software applications on the mobile computing device based on the activity mode and the use permission database data.
- driver safety data can be communicated to a data storage device external from the mobile computing device.
- the driver safety data includes the acceleration data, speed data, and phone usage data to enable a usage of the mobile computing device to be monitored.
Abstract
Description
Claims
Priority Applications (8)
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CA2739300A CA2739300A1 (en) | 2008-10-09 | 2009-10-06 | System and method for preventing cell phone use while driving |
CN200980140168XA CN102177750A (en) | 2008-10-09 | 2009-10-06 | System and method for preventing cell phone use while driving |
AU2009302470A AU2009302470A1 (en) | 2008-10-09 | 2009-10-06 | System and method for preventing cell phone use while driving |
EP09819775.9A EP2335438A4 (en) | 2008-10-09 | 2009-10-06 | System and method for preventing cell phone use while driving |
US13/123,490 US8971927B2 (en) | 2008-10-09 | 2009-10-06 | System and method for preventing cell phone use while driving |
JP2011531122A JP2012505602A (en) | 2008-10-09 | 2009-10-06 | System and method for preventing cell phone use while driving |
US12/758,637 US8204649B2 (en) | 2008-10-09 | 2010-04-12 | Integrated systems and method for preventing mobile computing device use while driving |
US14/452,025 US20150031330A1 (en) | 2008-10-09 | 2014-08-05 | System and method for preventing cell phone use while driving |
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US14/452,025 Continuation US20150031330A1 (en) | 2008-10-09 | 2014-08-05 | System and method for preventing cell phone use while driving |
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Also Published As
Publication number | Publication date |
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CA2739300A1 (en) | 2010-04-15 |
US20150031330A1 (en) | 2015-01-29 |
US8971927B2 (en) | 2015-03-03 |
EP2335438A4 (en) | 2014-08-13 |
EP2335438A2 (en) | 2011-06-22 |
WO2010042545A3 (en) | 2010-07-29 |
AU2009302470A1 (en) | 2010-04-15 |
CN102177750A (en) | 2011-09-07 |
JP2012505602A (en) | 2012-03-01 |
US20110294520A1 (en) | 2011-12-01 |
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