METHOD AND SYSTEM FOR GENERATING AND USING A PERCEPTION SCENE GRAPH IN MOTOR VEHICLE APPLICATIONS

• US 20180341821A1
• Filed: 05/26/2017
• Published: 11/29/2018
• Est. Priority Date: 05/26/2017
• Status: Abandoned Application

• Current Assignee: New Eagle LLC (Woodward Incorporated)
• Original Assignee: Dura Operating LLC (Dura Automotive Systems)
• Inventors: Hovis, Jeffrey Gene, Szczerba, Michael Bernhard
• Application Number:
  US15/607,061
• Publication Number:
  US 20180341821A1
• Time in Patent Office: Days
• CPC Class Codes: B60W 30/09 Taking automatic action to avoid collision, e.g. braking and steering
• CPC Class Codes: G06T 17/05 Geographic models
• CPC Class Codes: G06V 10/94 Hardware or software architectures specially adapted for image or video understanding
• CPC Class Codes: G06V 20/58 Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads
• CPC Class Codes: G08G 1/0968 Systems involving transmission of navigation instructions to the vehicle
• CPC Class Codes: H04W 4/40 for vehicles, e.g. vehicle-to-pedestrians [V2P]

Abstract

A method and system is provided for generating a perception scene graph (PSG) for use in a motor vehicle. External sensor information and vehicle-to-everything (V2X) information are collected on a volume of space surrounding the vehicle. The sensor information and V2X information are fused to increase the fidelity of the information. The fused information is analyzed to detect, classify, and locate objects present in the volume of space surrounding the vehicle. A perception controller generates and publishes the PSG, which includes a virtual 3-D model of the volume of space containing the classified and located objects. At least one vehicle controller subscribes to the PSG and extracts information from the PSG for use as an input for a software application to generate instructions for use in execution of a vehicle application routine. The vehicle controller may also publish a real time copy of the PSG.

Claims

1. A method of generating a perception scene graph (PSG) for use in a motor vehicle, comprising the steps of:

collecting sensor information, by at least one external sensor having an effective sensor range, about an adjacent surrounding of the motor vehicle;

processing the sensor information, by a perception controller, to generate the PSG comprising a virtual model of the adjacent surrounding of the motor vehicle;

subscribing, by a state decision logic (SDL) controller, to the PSG; and

extracting information from the PSG, by the SDL controller, for use in execution of a vehicle application routine.

2. The method of claim 1 further comprising the step of publishing a copy of the PSG to the SDL controller.

3. The method of claim 2, further comprising the steps of:

collecting vehicle-to-everything (V2X) information, by a V2X receiver, about an extended surrounding of the motor vehicle beyond the effective sensor range of the at least one external sensor; and

processing the V2X information, by the perception controller, to generate the PSG comprising a virtual model of the adjacent and the extended surrounding of the motor vehicle.

4. The method of claim 3, wherein the V2X information is provided from a plurality of vehicle-to-vehicle (V2V) communication equipped motor vehicles or from a plurality of vehicle-to-infrastructure (V2I) communication equipped road side units.

5. The method of claim 4, further comprising the step of fusing, by the perception controller, the sensor information and the V2X information.

6. The method of claim 1, further comprising the steps of:

detecting at least one object within the adjacent surrounding of the motor vehicle, by a sensor pre-processor, in the sensor information; and

comparing the detected at least one object, by the perception controller, with a plurality of reference objects to classify the detected at least one object.

7. Method of claim 6, further comprising the step of determining the range and direction of the detected at least one object with respect to the motor vehicle.

8. The method of claim 3, further comprising the steps of continuously updating the PSG by continuous collecting sensor information and receiving V2X information to generate the PSG comprising a real-time virtual 3-dimensional model of the adjacent and extended surroundings of the motor vehicle.

9. The method of claim 8, wherein the vehicle application routine includes rendering a display of the virtual 3-dimensional model of the adjacent and extended surroundings of the motor vehicle on a human machine interface (HMI).

10. The method of claim 9, further comprising the steps of:

receiving vehicle state information, by SDL controller, on the state of the vehicle including at least one of a vehicle states comprising velocity, acceleration, and steering angle;

executing a driver assist application routine, by the SDL controller, utilizing information extracted from the PSG and the vehicle state information to generate a vehicle control instruction; and

sending the control instruction by the SDL controller, to a vehicle control system to navigate the motor vehicle through the adjacent and extended surrounds of the motor vehicle.

11. The method of claim 9, further comprising the steps of transmitting, by a V2X transmitter, the PSG comprising the virtual 3-dimensional model of the adjacent and extended surroundings of the motor vehicle to an adjacent vehicle or roadside unit equipped with a V2X receiver.

12. A method of generating a perception scene graph (PSG), comprising the steps of:

collecting sensor information, by a plurality of external sensors, on a volume of space surrounding a motor vehicle;

receiving vehicle-to-everything (V2X) information, by a V2X receiver, augmenting the sensor information on the volume of space surrounding the motor vehicle;

fusing the sensor information and V2X information, by a perception controller, to increase the fidelity of the volume of space surrounding the motor vehicle;

analyzing the fused information, by the perception controller, to detect, classify, and locate objects present in the volume of space surrounding the motor vehicle; and

generating the PSG comprising a virtual 3-dimensional (3-D) model of the volume of space surrounding the motor vehicle containing the classified and located objects.

13. The method of claim 12, further comprising the step of publishing, by the perception controller, the PSG containing the virtual 3-D model of the volume of space containing the classified and located objects.

14. The method of claim 13, further comprising the steps of:

subscribing, by at least one vehicle system controllers, to the PSG published in the perception controller; and

publishing, by the at least one vehicle system controllers, a copy of the PSG.

15. A system for generating and using a perception scene graph (PSG) in a motor vehicle, comprising a:

at least one external sensor having an effective sensor range configured to gather information on a surrounding of the motor vehicle;

at least one perception controller in communication with the at least one external sensor, wherein the at least one perception controller is configured to generate the PSG comprising a virtual model of the surroundings of the motor vehicle based on the gathered information from the external sensor; and

at least one state decision logic (SDL) controller in communication with at least one vehicle control system, where the SDL controller is configured to extract information from the PSG to execute a vehicle application for the vehicle control system.

16. The system of claim 15, further comprising a pre-processor in communication with the at least one external sensor, wherein the pre-processor is configured to isolate and detect objects in the gathered sensor information.

17. The system of claim 16, further comprising a V2X receiver in communication with the perception controller, where the V2X receiver is configured to receive V2X information about an extended surrounding of the motor vehicle beyond the effective sensor range of the at least one external sensor.

18. The system of claim 17, wherein the perception controller comprises a perception processor and a perception memory, wherein the perception memory includes at least one routine assessable by the perception processor to generate the PSG based on information gathered by the external sensor and V2X communication.

19. The system of claim 18, further comprising at least one state decision logic (SDL) controller having a SDL processor and a SDL memory, wherein the SDL memory includes an application routine to extract information from the PSG.

20. The system of claim 19, where the SDL controller is configured to publish a copy of the PSG.