Predictive sensor array configuration system for an autonomous vehicle
First Claim
Patent Images
1. An autonomous vehicle (AV) comprising:
- a LIDAR sensor generating sensor data corresponding to a surrounding environment of the AV; and
a control system comprising one or more processors executing an instruction set, causing the control system to;
analyze a current sub-map comprising previously recorded surface data of a current route of the AV to predict one or more imminent reflectance anomalies for a future location of the AV on the current route of the AV;
store, in a database, a lookup table (LUT) comprising a plurality of sensor configurations for the LIDAR sensor;
based on the one or more predicted imminent reflectance anomalies, perform a lookup in the LUT to determine a set of configurations for the LIDAR sensor; and
preemptively execute the set of configurations on one or more adjustable parameters of the LIDAR sensor as the AV approaches the future location of the AV on the current route of the AV.
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Abstract
An autonomous vehicle (AV) can include a predictive sensor configuration system that can dynamically detect reflectance anomalies that affect detectability by sensor array of the AV as the AV travels a current route. The predictive sensor configuration system can dynamically determine one or more configurations for the sensor array to attempt to positively identify the reflectance anomalies, and preemptively execute the one or more configurations for the sensor array as the AV travels the current route.
254 Citations
18 Claims
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1. An autonomous vehicle (AV) comprising:
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a LIDAR sensor generating sensor data corresponding to a surrounding environment of the AV; and a control system comprising one or more processors executing an instruction set, causing the control system to; analyze a current sub-map comprising previously recorded surface data of a current route of the AV to predict one or more imminent reflectance anomalies for a future location of the AV on the current route of the AV; store, in a database, a lookup table (LUT) comprising a plurality of sensor configurations for the LIDAR sensor; based on the one or more predicted imminent reflectance anomalies, perform a lookup in the LUT to determine a set of configurations for the LIDAR sensor; and preemptively execute the set of configurations on one or more adjustable parameters of the LIDAR sensor as the AV approaches the future location of the AV on the current route of the AV. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A non-transitory computer readable medium storing an instruction set that, when executed by one or more processors of a control system of an autonomous vehicle (AV), causes the control system to:
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analyze a current sub-map comprising previously recorded surface data of a current route of the AV to predict one or more imminent reflectance anomalies for a future location of the AV on the current route of the AV; store, in a database, a lookup table (LUT) comprising a plurality of sensor configurations for a LIDAR sensor; based on the one or more predicted imminent reflectance anomalies, perform a lookup in the LUT to determine a set of configurations for the LIDAR sensor; and preemptively execute the set of configurations on one or more adjustable parameters of the LIDAR sensor as the AV approaches the future location of the AV on the current route of the AV. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17)
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18. A computer-implemented method of resolving reflectance anomalies for a LIDAR sensor of an autonomous vehicle (AV), the method being performed by one or more processors of the AV and comprising:
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analyzing, by a computing system comprising one or more computing devices, a current sub-map comprising previously recorded surface data of a current route of the AV to predict one or more imminent reflectance anomalies for a future location of the AV on the current route of the AV; storing, by the computing system, in a database, a lookup table (LUT) comprising a plurality of sensor configurations for the LIDAR sensor; based on the one or more predicted imminent reflectance anomalies, performing, by the computing system, a lookup in the LUT to determine a set of configurations for the LIDAR sensor; and preemptively executing, by the computing system, the set of configurations on one or more adjustable parameters of the LIDAR sensor as the AV approaches the future location of the AV on the current route of the AV.
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Specification