Real-time vehicle driver performance monitoring

• US 9,153,116 B2
• Filed: 09/09/2013
• Issued: 10/06/2015
• Est. Priority Date: 09/09/2013
• Status: Active Grant

• Current Assignee: International Business Machines Corporation
• Original Assignee: International Business Machines Corporation
• Inventors: Kline, Eric V.
• Primary Examiner(s): Mehmood, Jennifer
• Assistant Examiner(s): POINT, RUFUS C
• Application Number:
  US14/021,681
• Publication Number:
  US 20150070178A1
• Time in Patent Office: 757 Days
• Field of Search: 340/575, 340/576, 340/439, 340/438
• US Class Current: 1/1
• CPC Class Codes: B60W 40/09 Driving style or behaviour
• CPC Class Codes: G08B 21/02 Alarms for ensuring the safety of persons
• CPC Class Codes: G08B 21/08 responsive to the presence of persons in a body of water, e.g. a swimming pool; responsive to an abnormal condition of a body of water

Abstract

Real-time vehicle driver performance monitoring uses a plurality of sensors operated in a vehicle, each generating a real-time data stream comprising data corresponding to operation of the vehicle by the vehicle'"'"'s driver. A computing device (such as an in-vehicle computer) processes the generated data stream from each of the plurality of sensors to determine whether the operation of the vehicle triggers any of a plurality of predetermined operational alert triggers. The predetermined operational alert triggers may correspond to detecting characteristics of an improper magnitude and/or an improper linearity of a delta in data detected by one of the sensors. When an alert is triggered, a corresponding alert message is generated and sent to at least one recipient (e.g., to the vehicle'"'"'s driver, to nearby driver(s), to authorities, etc.). Examples of monitored characteristics include speed, steering, braking, use of turn indicators by the driver, and mobile phone usage.

Claims

1. A computer-implemented method for real-time vehicle driver performance monitoring, comprising:

operating a plurality of sensors in a vehicle, each generating a real-time data stream corresponding to operation of the vehicle by a driver thereof;

processing, by a computing device, the generated data stream from each of the plurality of sensors to determine whether the operation of the vehicle triggers any of a plurality of predetermined operational alert triggers, wherein;

at least one of the predetermined operational alert triggers corresponds to detecting characteristics of an improper magnitude in data in the data stream generated by one of the sensors, the characteristics of the improper magnitude measuring a magnitude of change represented in the data in the data stream generated by the sensor; and

at least one of the predetermined operational alert triggers corresponds to detecting characteristics of an improper linearity of a delta in data in the data stream generated by one of the sensors, the characteristics of the improper linearity of the delta measuring a rate of change represented in the data in the data stream generated by the sensor; and

responsive to any of the plurality of predetermined operational alert triggers being triggered, performing;

generating a corresponding alert message for the triggered operational alert;

determining at least one recipient corresponding to the generated alert message; and

sending the generated alert message to the determined at least one recipient.

2. The method according to claim 1, wherein the sending uses radio frequency broadcast transmission from a radio frequency transmitting device in the vehicle.

3. The method according to claim 1, wherein the determining comprises determining that the alert message is to be sent by radio frequency transmission to a radio frequency receiving device in any nearby vehicles.

4. The method according to claim 1, wherein the determining comprises determining that the alert message is to be sent to the vehicle for causing a corresponding warning to be provided to the driver.

5. The method according to claim 1, wherein the determining comprises determining that the alert message is to be sent by radio frequency transmission to a radio frequency receiving device in a driver performance monitoring agency.

6. The method according to claim 1, wherein the magnitude of change, for a particular one of the sensors, comprises one of:

a count of a number of times the driver alters a direction of steering the vehicle within a first fixed interval of time;

a count of a number of times the driver accelerates the vehicle within a second fixed interval of time;

a count of a number of times the driver applies a braking mechanism of the vehicle within a third fixed interval of time; and

a count of a number of times the driver alters the direction of steering the vehicle without using a turn signal indicator mechanism of the vehicle within a fourth fixed interval of time; and

wherein any of the first, second, third, and fourth fixed interval of time may be identical.

7. The method according to claim 1, wherein the rate of change, for a particular one of the sensors, comprises one of:

a first derivative of a speed of the vehicle within a first fixed interval of time;

a second derivative of the speed of the vehicle within the first fixed interval of time;

a first derivative of a displacement in time of the vehicle within the first fixed interval of time;

a second derivative of the displacement in time of the vehicle within the first fixed interval of time;

a first derivative of an acceleration of the vehicle within a second fixed interval of time;

a second derivative of the acceleration of the vehicle within the second fixed interval of time;

a first derivative of a braking of the vehicle within a third fixed interval of time;

a second derivative of the braking of the vehicle within the third fixed interval of time;

a first derivative of a use of turn signal indicators of the vehicle within a fourth fixed interval of time; and

a second derivative of the use of turn signal indicators of the vehicle within the fourth fixed interval of time; and

wherein any of the first, second, third, and fourth fixed interval of time may be identical.

8. The method according to claim 1, wherein the characteristics of the improper magnitude measure a number of times a mobile communication device is used within the vehicle within a fixed unit of time, according to the data in the data stream generated by a particular one of the sensors.

9. The method according to claim 8, wherein the use of the mobile communication device comprises at least one of voice usage and text communication usage.

10. The method according to claim 1, wherein at least one of the predetermined operational alert triggers is configured to be specific to at least one of:

(i) a make of the vehicle and (ii) a model of the vehicle.

11. The method according to claim 1, wherein at least one of the predetermined operational alert triggers is configured to be specific to an age of the driver.

12. The method according to claim 1, wherein at least one of the predetermined operational alert triggers is configured to be specific to a past driving record of the driver.

13. The method according to claim 1, wherein at least one of the predetermined operational alert triggers is configured to dynamically vary with real-time weather conditions.

14. The method according to claim 1, wherein at least one of the predetermined operational alert triggers is configured to dynamically vary with real-time road terrain conditions.

15. The method according to claim 1, wherein the characteristics detected by at least one of the predetermined operational alert triggers are configurable by the driver.

16. The method according to claim 1, wherein the performing further comprises, for at least one of the plurality of predetermined operational alert triggers, causing the vehicle to enter a mode in which the vehicle ceases to operate.

17. The method according to claim 1, wherein the linearity of the delta represents a measure of stability in the data in the data stream generated by the sensor.

18. The method according to claim 1, wherein the processing comprises:

computing a first derivative of a parameter represented in the data, the first derivative corresponding to a change in the parameter over a unit of time;

computing a second derivative of the parameter represented in the data, the second derivative corresponding to a change in the first derivative of the parameter over the unit of time;

computing a delta derivative of the parameter represented in the data, the delta derivative corresponding to a difference between the second derivative of the parameter and the first derivative of the parameter over the unit of time;

comparing the computed first derivative, the computed second derivative, and the computed delta derivative to corresponding standard values; and

concluding that at least one of the plurality of predetermined operational alert triggers is triggered based on results of the comparing.

19. A computer-implemented system for real-time vehicle driver performance monitoring, comprising:

a computer comprising a processor; and

instructions which are executable, using the processor, to implement functions comprising;

receiving a data stream from each of a plurality of sensors in a vehicle, each data stream generated in real-time and corresponding to operation of the vehicle by a driver thereof;

processing, by a computing device, the generated data stream received from each of the plurality of sensors to determine whether the operation of the vehicle triggers any of a plurality of predetermined operational alert triggers, wherein;

at least one of the predetermined operational alert triggers corresponds to detecting characteristics of an improper magnitude in data in the data stream generated by one of the sensors, the characteristics of the improper magnitude measuring a magnitude of change represented in the data in the data stream generated by the sensor; and

at least one of the predetermined operational alert triggers corresponds to detecting characteristics of an improper linearity of a delta in data in the data stream generated by one of the sensors, the characteristics of the improper linearity of the delta measuring a rate of change represented in the data in the data stream generated by the sensor; and

responsive to any of the plurality of predetermined operational alert triggers being triggered, performing;

generating a corresponding alert message for the triggered operational alert;

determining at least one recipient corresponding to the generated alert message; and

sending the generated alert message to the determined at least one recipient.

20. A computer program product for real-time vehicle driver performance monitoring, the computer program product comprising:

a non-transitory computer-readable storage medium having computer readable program code embodied therein, the computer-readable program code configured for;

receiving a data stream from each of a plurality of sensors in a vehicle, each data stream generated in real-time and corresponding to operation of the vehicle by a driver thereof;

processing, by a computing device, the generated data stream received from each of the plurality of sensors to determine whether the operation of the vehicle triggers any of a plurality of predetermined operational alert triggers, wherein;

at least one of the predetermined operational alert triggers corresponds to detecting characteristics of an improper magnitude in data in the data stream generated by one of the sensors, the characteristics of the improper magnitude measuring a magnitude of change represented in the data in the data stream generated by the sensor; and

at least one of the predetermined operational alert triggers corresponds to detecting characteristics of an improper linearity of a delta in data in the data stream generated by one of the sensors, the characteristics of the improper linearity of the delta measuring a rate of change represented in the data in the data stream generated by the sensor; and

responsive to any of the plurality of predetermined operational alert triggers being triggered, performing;

generating a corresponding alert message for the triggered operational alert;

determining at least one recipient corresponding to the generated alert message; and

sending the generated alert message to the determined at least one recipient.