System for monitoring and classifying vehicle operator behavior

• US 10,259,466 B2
• Filed: 11/19/2015
• Issued: 04/16/2019
• Est. Priority Date: 11/19/2015
• Status: Active Grant

• Current Assignee: Depura Partners LLC
• Original Assignee: Depura Partners LLC
• Inventors: Memani, Shalini, Depura, Bhavna Shailendra, Depura, Jamna Lal
• Primary Examiner(s): Mott, Genna M
• Application Number:
  US14/945,904
• Publication Number:
  US 20170144671A1
• Time in Patent Office: 1,244 Days
• CPC Class Codes: B60W 2040/0818 Inactivity or incapacity of driver
• CPC Class Codes: B60W 2040/0872 Driver physiology
• CPC Class Codes: B60W 2556/45 External transmission of data to or from the vehicle
• CPC Class Codes: B60W 40/09 Driving style or behaviour
• CPC Class Codes: G06Q 10/1053 Employment or hiring
• CPC Class Codes: G06Q 40/08 Insurance
• CPC Class Codes: G06Q 40/12 Accounting
• CPC Class Codes: G07C 5/008 communicating information to a remotely located station transmission systems for measured values G08C
• CPC Class Codes: G07C 5/0841 Registering performance data recording measured values G01D; information storage G11B

Abstract

A system for monitoring operator behavior, motor vehicle behavior, geography and environment, including at least one mobile device and/or at least one personal monitoring system; application software resident on the mobile device for gathering, recording, characterizing, comparing, classifying and communicating information relevant to the motor vehicle operator, the motor vehicle, the geography, and/or the environment, wherein the information is recorded and processed when the operator is operating the motor vehicle and/or not operating the motor vehicle, and wherein the application software is activated or deactivated based on certain predetermined trigger events; at least one central control system in communication with the mobile device and/or the personal monitoring device, wherein the central control system further augments, processes and classifies the information gathered by the application software and communicates the processed and characterized information to a user of the system; at least one algorithm that groups information relevant to the operator, the motor vehicle, the geography, and/or the environment based on quantitative patterns, relationships and interrelationships, wherein the algorithm classifies and provides ranking to the vehicle operator, the motor vehicle, the geography, and/or the environment.

Claims

1. A system for monitoring and classifying driving behavior of an operator of a motor vehicle, comprising:

(a) at least one mobile device,

(i) wherein the at least one mobile device is not installed in the motor vehicle being monitored;

(ii) wherein the mobile device comprises hardware including an accelerometer, a gyroscope, a local memory, and a battery, and further provides functions including a Global Positioning System (GPS) function, a compass function, and a communication function;

(iii) wherein the hardware of the mobile device further includes at least one information processor resident on the mobile device or available to the mobile device;

(iv) wherein the at least one mobile device is operative to monitor, record, characterize, and communicate information used for classifying driving behavior of the operator;

wherein driving data comprising location, speed, acceleration, and braking is solely collected by the mobile device without receiving such driving data from vehicle sensors, calculated or derived based on data solely collected by the mobile device without receiving such data from vehicle sensors, or combinations thereof;

(v) wherein at least a portion of the information collected by the mobile device used for classifying the driving behavior of the operator is collected when the operator is not operating the motor vehicle;

wherein the information collected by the mobile device when the operator is not operating the motor vehicle and used for classifying the driving behavior includes location; and

(vi) wherein the information collected by the mobile device includes the use of the mobile device as a phone while driving the motor vehicle;

(b) at least one application software resident on the mobile device,

(i) wherein the at least one application software interfaces with the mobile device hardware and functions to gather, record, characterize, and communicate information including the information collected by the mobile device used for classifying the driving behavior of the operator that is collected when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle; and

(ii) wherein the at least one application software is activated and deactivated based on certain predetermined trigger events occurring both when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle;

(c) at least one central control system,

(i) wherein the at least one central control system further includes hardware, software, a database, and a communication function;

(ii) wherein the central control system further includes the information collected from the at least one mobile device used for classifying the driving behavior and further includes additional information about the operator, the motor vehicle, a geography of the motor vehicle, an environment of the motor vehicle, or combinations thereof;

(iii) wherein the central control system further includes at least one information processor resident on the central control system; and

(iv) wherein the at least one central control system is operative to aggregate, characterize, and communicate information about the driving behavior of the operator; and

(d) at least one algorithm that is operative to classify and rate the driving behavior of the operator;

wherein the classification and rating is based on the information collected by the mobile device, including the information collected by the mobile device when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle.

2. The system of claim 1, further comprising at least one personal monitoring device,

(a) wherein the at least one personal monitoring device is worn by the operator;

attached to the operator;

is placed in close proximity of the operator;

or combinations thereof;

(b) wherein the at least one personal monitoring device comprises hardware including health and fitness sensors, a local memory, and a battery, and further provides functions including a Global Positioning System (GPS) function, a compass function, and a communication function;

(c) wherein the personal monitoring device hardware further includes at least one information processor resident on the personal monitoring device or available to the personal monitoring device;

(d) wherein the personal monitoring device further includes at least one application software resident on the personal monitoring device,

(i) wherein the application software of the personal monitoring devices interfaces with the hardware and functions of the personal monitoring device to gather, record, characterize, and communicate information; and

(ii) wherein the application software is activated and deactivated based on predetermined trigger events;

(e) wherein the personal monitoring device is operative to gather, record, characterize, and communicate information about the driving behavior of the operator;

wherein driving data comprises GPS data and accelerometer data;

(f) wherein at least a portion of the information collected by the personal monitoring device used for classifying the driving behavior of the operator is collected when the operator is not operating the motor vehicle;

wherein the information collected by the personal monitoring device when the operator is not operating the motor vehicle includes location; and

(g) wherein the classification and rating provided by the at least on algorithm is further based on the information collected by the personal monitoring device that is collected when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle.

3. The system of claim 2, wherein the personal monitoring device is a smartwatch;

a fitness tracker;

a portable medical, health and fitness device;

or combinations thereof.

4. The system of claim 1, wherein the mobile device is a smartphone.

5. The system of claim 1, wherein the at least one algorithm further includes:

(a) information relevant to the operator, the motor vehicle, the geography, the environment, or combinations thereof, wherein the information relevant to the operator, the motor vehicle, the geography, and the environment further includes;

a vehicle make, a vehicle model, a vehicle model year, a vehicle identification number, a vehicle use, a vehicle passenger capacity, a vehicle cargo capacity, a vehicle location, a vehicle speed, a vehicle direction of motion, a vehicle history, a vehicle distance from specific location, an operator driving history, an operator accident history, an operator traffic violation history, an operator health and fitness, an operator medical condition, an operator body toxicity level, an operator drug and alcohol use, a demographic information, a mobile device usage as a telephone while operating the motor vehicle, a mobile device usage for internet access while operating the motor vehicle, a latitude, a longitude, a speed limit, an elevation, a light condition, a traffic condition, a traffic accident, a presence of construction, a presence of hazardous condition, a type of terrain, an amount of precipitation, a type of precipitation, a weather condition, a season, a presence of other motor vehicle, a presence of other vehicle operator, a date, a time, or combinations thereof; and

(b) wherein the at least one algorithm is operative to classify and provide ratings to the operator.

6. The system of claim 1, wherein the system is operative to provide feedback to a user of the system, and wherein the feedback comprises:

(a) information about the operator, the vehicle, the geography, the environment, the system, or combinations thereof;

(b) information about a single user, multiple users, or combinations thereof;

(c) wherein a format of the feedback is aural, numerical, graphical, tabular, pictorial, or combinations thereof; and

(d) wherein the feedback is provided through the mobile device, the central control system, devices connected to the mobile device or the central control system, or combinations thereof.

7. The system of claim 1, wherein the system is further operative to use the classification and rating to:

(a) make an employment and compensation decision;

(b) determine a qualification for and cost of a travel and entertainment service;

(c) determine insurability and cost of motor vehicle insurance;

(d) manage and determine a cost of fleet operation;

or

(e) determine insurability and cost of health insurance.

8. A system for monitoring and classifying driving behavior of an operator of a motor vehicle, comprising:

(a) at least one mobile device,

(i) wherein the mobile device is not installed in the motor vehicle being monitored;

(ii) wherein the mobile device comprises hardware including an accelerometer, a gyroscope, a local memory, and a battery, and further provides functions including a Global Positioning System (GPS) function, a communication function, and a compass function;

(iii) wherein the hardware of the mobile device further includes at least one information processor resident on the mobile device or available to the mobile device;

(iv) wherein the at least one mobile device is operative to gather, record, characterize, and communicate information used for classifying driving behavior of the operator, wherein driving data comprising location, speed, acceleration, and braking is collected solely by the mobile device without receiving such driving data from vehicle sensors, calculated or derived based on data solely collected by the mobile device without receiving such data from vehicle sensors, or combinations thereof; and

(v) wherein at least a portion of the information collected by the mobile device used for classifying the driving behavior of the operator is collected when the operator is not operating the motor vehicle, wherein the information collected by the mobile device when the operator is not operating the motor vehicle includes location; and

(vi) wherein the information collected by the mobile device includes the use of the mobile device as a phone while driving the motor vehicle;

(b) at least one personal monitoring device,

(i) wherein the personal monitoring device is worn by the operator;

attached to the operator;

is placed in close proximity of the operator;

or combinations thereof;

(ii) wherein the personal monitoring device comprises hardware including health and fitness sensors, a local memory, and a battery, and further provides functions including a Global Positioning System (GPS) function, a compass function, and a communication function;

(iii) wherein the hardware of the personal monitoring device further includes at least one information processor resident on the personal monitoring device or available to the personal monitoring device; and

(iv) wherein the at least one personal monitoring device is operative to gather, record, characterize, and communicate information about the driving behavior of the operator;

wherein driving behavior comprising location, date and time is solely collected by the personal monitoring device without receiving such driving data from vehicle sensors, calculated or derived based on data solely collected by the personal monitoring device without receiving such data from vehicle sensors, or combinations thereof;

(v) wherein at least a portion of the information collected by the personal monitoring device and used for classifying the driving behavior of the operator is collected when the operator is not operating the motor vehicle;

wherein the information collected by the personal monitoring device and used for classifying driving behavior when the operator is not operating the motor vehicle includes location; and

(vi) wherein the information collected by the personal monitoring device is in addition to the information collected by the mobile device;

(c) at least one application software resident on the mobile device and/or the personal monitoring device,

(i) wherein the application software interfaces with the mobile device and/or the personal monitoring device to gather, record, characterize, and communicate information including the portion of the information collected by the mobile device and/or the personal monitoring device that is collected when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle; and

(ii) wherein the application software is activated and deactivated based on certain predetermined trigger events;

(d) at least one central control system,

(i) wherein the central control system comprises hardware, software, a database, and a communication function;

(ii) wherein the central control system includes the information collected from the at least one mobile device and at least one personal monitoring device used for classifying the driving behavior of the operator;

(iii) wherein the central control system further includes at least one information processor resident on the central control system; and

(iv) wherein the at least one central control system is operative to aggregate, augment, characterize, and communicate information about the driving behavior of the operator based at least on the portion of the information collected by the mobile device and the personal monitoring device that is collected when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle; and

(e) wherein the mobile device, the personal monitoring device or combinations thereof are operative to collect information for communicating to the central control system both when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle.

9. The system of claim 8, wherein the mobile device is a smartphone.

10. The system of claim 8, wherein the personal monitoring device is a smartwatch;

a fitness tracker;

a portable medical, health and fitness device;

or combinations thereof.

11. The system of claim 8, further comprising at least one algorithm,

(a) wherein the algorithm includes information relevant to the operator, the motor vehicle, the geography of the motor vehicle, the environment of the operator, or combinations thereof;

(b) wherein the algorithm further includes information relevant to the operator, the motor vehicle, the geography of the motor vehicle, or the environment of the operator, or combinations thereof, in comparison with other operators of motor vehicles, motor vehicles, geographies of motor vehicles, environments of the other operators of motor vehicles, or combinations thereof; and

(c) wherein the algorithm is operative to classify and provide rating to the operator.

12. The system of claim 8, wherein the system is operative to provide feedback to a user of the system, and wherein the feedback comprises:

(a) information about the operator, the motor vehicle, the geography of the motor vehicle, the environment of the operator, the system, or combinations thereof;

(b) information about a single user, multiple users, or combinations thereof;

(c) wherein the feedback format is aural, numerical, graphical, tabular, pictorial, or combinations thereof; and

(d) wherein the feedback is provided through the mobile device, the personal monitoring device, the central control system, devices connected to the mobile device, the personal monitoring device, or the central control system, or combinations thereof.

13. The system of claim 8, wherein the system is further operative to use the classification and rating of the driving behavior of the operator of the motor vehicle to:

(a) make an employment and compensation decision;

(b) determine a qualification for and cost of a travel and entertainment service;

(c) determine insurability and cost of motor vehicle insurance;

(d) manage and determine a cost of a fleet operation;

or

(e) determine insurability and cost of health insurance.

14. A method of monitoring and classifying driving behavior of an operator of a motor vehicle, comprising:

(a) gathering, recording, characterizing, and communicating information relevant for classifying driving behavior of the operator through at least one mobile device,

(i) wherein the mobile device is not physically connected to the motor vehicle being monitored;

(ii) wherein the mobile device comprises hardware including an accelerometer, a gyroscope, a local memory, and a battery, and further provides functions including a Global Positioning System (GPS) function, a compass function, and a communication function;

(iii) wherein the hardware of the mobile device further includes at least one information processor resident on the mobile device or available to the mobile device;

(iv) wherein the mobile device further includes at least one application software resident on the mobile device;

wherein the application software is activated and deactivated based on certain predetermined trigger events occurring both when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle;

(v) wherein the mobile device is operative to;

collect at least driving data comprising location, speed, acceleration, and braking without receiving such driving data from vehicle sensors;

calculate or derive at least driving data based on data solely collected by the mobile device without receiving such data from vehicle sensors;

or combinations thereof;

(vi) wherein the mobile device is operative to collect at least a portion of information used for classifying the driving behavior of the operator when the operator is not operating the motor vehicle, wherein the information collected by the mobile device when the operator is not operating the motor vehicle and used for classifying the driving behavior includes location; and

(vii) wherein the mobile device is operative to collect data comprising the use of the mobile device as a phone while driving the motor vehicle;

(b) transmitting the information from the mobile device to at least one central control system that includes additional hardware, software, a database, and a communication function;

(i) wherein the central control system includes additional information about the operator, the motor vehicle, the geography of the motor vehicle, the environment of the motor vehicle, or combinations thereof;

(ii) wherein the central control system is operative to aggregate data collected from the mobile device;

(iii) wherein the additional hardware, software, database, and communication function included in the central control system are operative to gather, record, characterize, and communicate information about the driving behavior of the motor vehicle operator; and

(iv) wherein the central control system includes at least one information processor resident on the central control system; and

(c) processing the information through at least one algorithm that is operative to classify and rate the driving behavior of the operator, wherein the classification and rating is based on at least the information collected by the mobile device when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle.

15. The method of claim 14, wherein the system further comprises at least one personal monitoring device,

(a) wherein the personal monitoring device is worn by the operator of the motor vehicle;

attached to the operator of the motor vehicle;

is placed in close proximity of the operator of the motor vehicle;

or combinations thereof;

(b) wherein the personal monitoring device comprises hardware including health and fitness sensors, a local memory, and a battery; and

further provides functions including a Global Positioning System (GPS) function and a communication function;

(c) wherein the personal monitoring device further includes at least one information processor resident on the personal monitoring device or available to the personal monitoring device;

(d) wherein the personal monitoring device further includes at least one application software resident on the personal monitoring device,

(i) wherein the application software interfaces with the personal monitoring device hardware and the personal monitoring device functions to gather, record, characterize, and communicate information; and

(ii) wherein the application software is activated and deactivated based on predetermined trigger events;

(e) wherein the personal monitoring device is operative to gather, record, characterize, and communicate information at least about the driving behavior of the operator;

wherein the driving behavior information about the operator comprises location, date and time;

(f) wherein the persona monitoring device collects at least a portion of the information used for classifying the driving behavior of the operator when the operator is not operating the motor vehicle, wherein the information collected by the personal monitoring device when the operator is not operating the motor vehicle includes location; and

(g) wherein the classification and rating provided by the at least on algorithm is further based on at least a portion of the information collected by the personal monitoring device when the operator is operating the motor vehicle and when the operator is not operating the motor vehicle.

16. The method of claim 15, wherein the personal monitoring device is a smartwatch;

a fitness tracker;

a portable medical, health and fitness device;

or combinations thereof.

17. The method of claim 14, wherein the mobile device is a smartphone.

18. The method of claim 14, wherein the least one algorithm further includes:

(a) information relevant to the operator, the motor vehicle, the geography of the motor vehicle, the environment of the motor vehicle, or combinations thereof, wherein the information relevant to the operator, the motor vehicle, the geography of the motor vehicle, the environment of the motor vehicle, or combinations thereof further includes;

a vehicle make, a vehicle model, a vehicle model year, a vehicle identification number, a vehicle use, a vehicle passenger capacity, a vehicle cargo capacity, a vehicle location, a vehicle speed, a vehicle direction of motion, a vehicle history, a vehicle distance from specific location, an operator driving history, an operator accident history, an operator traffic violation history, an operator health and fitness, an operator body toxicity level, an operator drug and alcohol use, demographic information, a mobile device usage as a telephone while operating the motor vehicle, a mobile device usage for internet access while operating the motor vehicle, a latitude, a longitude, a speed limit, an elevation, a light condition, a traffic condition, a traffic accident, a presence of construction, a presence of hazardous condition, a type of terrain, an amount of precipitation, a type of precipitation, a weather condition, a season, a presence of other motor vehicles, a presence of other operators of motor vehicles, a date, a time, or combinations thereof;

(b) comparison of information relevant to the operator, the motor vehicle, the geography of the motor vehicle, or the environment of the motor vehicle, or combinations thereof to other operators of motor vehicles, other motor vehicles, other geographies of the motor vehicles, other environments of motor vehicles, or combinations thereof; and

(c) wherein the algorithm is operative to classify and provide ratings to the operator.

19. The method of claim 14, further provides feedback to a user of the system, and wherein the feedback comprises:

(a) information about a plurality of operators, a plurality of motor vehicles, a plurality of geographies of motor vehicles, a plurality of environments of motor vehicles, or combinations thereof;

(b) wherein a format of the feedback is aural, numerical, graphical, tabular, pictorial, or combinations thereof; and

(c) wherein the feedback is provided through the mobile device, the central control system, one or more devices connected to the mobile device or the central control system, or combinations thereof.

20. The method of claim 14, wherein the method further comprises using the classification and rating of the driving behavior of the operator of the motor vehicle to:

(a) make employment and compensation decision;

(b) determine a qualification for and cost of a travel and entertainment service;

(c) determine insurability and cost of motor vehicle insurance;

(d) manage and determining a cost of a fleet operation;

or

(e) determine insurability and cost of health insurance.