| CPC B60W 40/068 (2013.01) [B60W 40/10 (2013.01); B60W 50/0097 (2013.01); B60W 2050/0031 (2013.01); B60W 2420/403 (2013.01); B60W 2520/06 (2013.01); B60W 2520/105 (2013.01); B60W 2520/125 (2013.01); B60W 2520/14 (2013.01); B60W 2520/16 (2013.01); B60W 2520/18 (2013.01); B60W 2552/35 (2020.02); B60W 2552/40 (2020.02); B60W 2554/4044 (2020.02); B60W 2554/801 (2020.02); B60W 2554/802 (2020.02); B60W 2555/20 (2020.02); G05D 1/0088 (2013.01)] | 20 Claims |

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1. A safety system for a ground vehicle, the safety system comprising:
one or more sensors; and
a processing unit configured to:
generate motion data including at least a motion feature vector based on sensor data collected by the one or more sensors;
determine wheel path data based on at least one of torque or steering angle of the ground vehicle;
generate a ground state feature vector based on ground state data and wheel path data;
implement a friction prediction model to determine one or more predictive friction coefficients based on the motion data, wheel path data, and ground state data; and
provide one or more control instructions to control the ground vehicle based on the determined one or more predictive friction coefficients.
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