Method and apparatus for monitoring of an autonomous vehicle
First Claim
1. A method for evaluating a subject spatial sensor disposed on an autonomous vehicle, wherein the subject spatial sensor is disposed to monitor a spatial environment proximal to the autonomous vehicle, and wherein the autonomous vehicle includes a telematics device disposed to communicate with an off-board controller, the method comprising:
- determining a first state of health (SOH) parameter for the subject spatial sensor based upon internal monitoring of the subject spatial sensor, wherein a first field of view is associated with the subject spatial sensor, wherein the first SOH parameter is determined based upon signal integrity of the subject spatial sensor, wherein the first SOH parameter has a high value when the signal integrity of the subject spatial sensor is in accordance with its specification, and wherein the first SOH parameter has a low value when the signal integrity of the subject spatial sensor has deteriorated;
determining a second SOH parameter for the subject spatial sensor based upon a correlation analysis of data generated by a second spatial sensor disposed on the autonomous vehicle;
determining a third SOH parameter for the subject spatial sensor based upon historical data for the subject spatial sensor that is associated with a geographic location;
determining a fourth SOH parameter for the subject spatial sensor based upon a correlation analysis with an input from a third spatial sensor that is disposed on a second vehicle, wherein the input from the third spatial sensor includes data associated with the geographic location;
determining a fifth SOH parameter for the subject spatial sensor based upon a correlation analysis with an input from a calibration spatial sensor disposed on a calibration vehicle, wherein the input from the calibration spatial sensor includes data associated with the geographic location;
determining an integrated SOH parameter for the subject spatial sensor based upon the first, second, third, fourth and fifth SOH parameters;
comparing the integrated SOH parameter with a threshold SOH;
detecting a fault in the subject spatial sensor when the integrated SOH parameter is greater than the threshold SOH;
indicating, via an operator interface device, the fault for the subject spatial sensor; and
controlling operation of the autonomous vehicle based upon the data generated by the second spatial sensor in response to the fault for the subject spatial sensor.
1 Assignment
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Accused Products
Abstract
An autonomic vehicle control system is described, and includes a vehicle spatial monitoring system including a subject spatial sensor that is disposed to monitor a spatial environment proximal to the autonomous vehicle. A controller is in communication with the subject spatial sensor, and the controller includes a processor and a memory device including an instruction set. The instruction set is executable to evaluate the subject spatial sensor, which includes determining first, second, third, fourth and fifth SOH (state of health) parameters associated with the subject spatial sensor, and determining an integrated SOH parameter for the subject spatial sensor based thereupon.
7 Citations
19 Claims
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1. A method for evaluating a subject spatial sensor disposed on an autonomous vehicle, wherein the subject spatial sensor is disposed to monitor a spatial environment proximal to the autonomous vehicle, and wherein the autonomous vehicle includes a telematics device disposed to communicate with an off-board controller, the method comprising:
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determining a first state of health (SOH) parameter for the subject spatial sensor based upon internal monitoring of the subject spatial sensor, wherein a first field of view is associated with the subject spatial sensor, wherein the first SOH parameter is determined based upon signal integrity of the subject spatial sensor, wherein the first SOH parameter has a high value when the signal integrity of the subject spatial sensor is in accordance with its specification, and wherein the first SOH parameter has a low value when the signal integrity of the subject spatial sensor has deteriorated; determining a second SOH parameter for the subject spatial sensor based upon a correlation analysis of data generated by a second spatial sensor disposed on the autonomous vehicle; determining a third SOH parameter for the subject spatial sensor based upon historical data for the subject spatial sensor that is associated with a geographic location; determining a fourth SOH parameter for the subject spatial sensor based upon a correlation analysis with an input from a third spatial sensor that is disposed on a second vehicle, wherein the input from the third spatial sensor includes data associated with the geographic location; determining a fifth SOH parameter for the subject spatial sensor based upon a correlation analysis with an input from a calibration spatial sensor disposed on a calibration vehicle, wherein the input from the calibration spatial sensor includes data associated with the geographic location; determining an integrated SOH parameter for the subject spatial sensor based upon the first, second, third, fourth and fifth SOH parameters; comparing the integrated SOH parameter with a threshold SOH; detecting a fault in the subject spatial sensor when the integrated SOH parameter is greater than the threshold SOH; indicating, via an operator interface device, the fault for the subject spatial sensor; and controlling operation of the autonomous vehicle based upon the data generated by the second spatial sensor in response to the fault for the subject spatial sensor. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17)
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18. An autonomous vehicle, comprising:
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a subject spatial sensor disposed to monitor a spatial environment proximal to the autonomous vehicle, wherein the subject spatial sensor includes a first field of view; a second spatial sensor disposed to monitor a spatial environment proximal to the autonomous vehicle, wherein the second spatial sensor includes a second field of view that overlaps with a portion of the first field of view; a telematics device disposed to communicate with an off-board controller; a human-machine interface (HMI) device; a controller, in communication with the first and second spatial sensors, the HMI device, the telematics device and the off-board controller, the controller including an instruction set, the instruction set executable to; determine a first state of health (SOH) parameter for the subject spatial sensor based upon internal monitoring of the subject spatial sensor, wherein a first field of view is associated with the subject spatial sensor; determine a second SOH parameter for the subject spatial sensor based upon a correlation analysis of data generated by the second spatial sensor disposed on the autonomous vehicle; determine a third SOH parameter for the subject spatial sensor based upon historical data for the subject spatial sensor that is associated with a geographic location; determine a fourth SOH parameter for the subject spatial sensor based upon a correlation analysis with an input from a third spatial sensor disposed on a second vehicle, wherein the input from the third spatial sensor disposed on the second vehicle is communicated via the telematics device, and wherein the input from the third spatial sensor includes data associated with the geographic location; determine a fifth SOH parameter for the subject spatial sensor based upon a correlation analysis with an input from a calibration spatial sensor disposed on a calibration vehicle, wherein the input from the calibration spatial sensor disposed on the calibration vehicle is communicated via the telematics device, and wherein the input from the calibration spatial sensor includes data associated with the geographic location; determine an integrated SOH parameter for the subject spatial sensor based upon the first, second, third, fourth and fifth SOH parameters; compare the integrated SOH parameter with a threshold SOH; detect a fault in the subject spatial sensor when the integrated SOH parameter is greater than the threshold SOH; indicate, via the HMI device, the fault for the subject spatial sensor; and control operation of the autonomous vehicle based upon the data generated by the second spatial sensor in response to the fault for the subject spatial sensor.
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19. A method for evaluating a subject spatial sensor disposed on an autonomous vehicle, wherein the subject spatial sensor is disposed to monitor a spatial environment proximal to the autonomous vehicle, and wherein the autonomous vehicle includes a telematics device disposed to communicate with an off-board controller, the method comprising:
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determining a first, second, third, fourth and fifth state of health (SOH) parameters for the subject spatial sensor, wherein the first SOH is determined based upon internal monitoring of the subject spatial sensor, wherein the second SOH parameter is determined based upon a correlation analysis of data generated by a second spatial sensor disposed on the autonomous vehicle, wherein the third SOH parameter is determined based upon historical data for the subject spatial sensor, wherein the fourth SOH parameter is determined based upon a correlation analysis with an input from a third spatial sensor disposed on a second vehicle, and wherein the fifth SOH parameter is determined based upon a correlation analysis with an input from a calibration spatial sensor disposed on a calibration vehicle; determining an integrated SOH parameter for the subject spatial sensor based upon the first, second, third, fourth and fifth SOH parameters; and comparing the integrated SOH parameter with a threshold SOH; detecting a fault in the subject spatial sensor when the integrated SOH parameter is greater than the threshold SOH; and indicating, via an operator interface device, the fault for the subject spatial sensor; and controlling operation of the autonomous vehicle based upon the data generated by the second spatial sensor in response to the fault for the subject spatial sensor.
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Specification