03-02-2022 дата публикации
Номер: US20220032967A1
Принадлежит:
Systems, methods, and apparatus related to dynamically adjusting sensing and/or processing resources of a vehicle. In one approach, sensor data is collected by sensing devices of the vehicle. A controller of the vehicle uses the sensor data to control one or more functions of the vehicle. The controller evaluates the sensor data to determine a context of operation (e.g., weather, lighting, and/or traffic) for the vehicle. Based on the context of operation, the controller adjusts the operation of one or more of the sensing or processing devices in real-time during operation of the vehicle. In one example, the adjustment reduces power consumption by the vehicle. 1. A system comprising:at least one sensing device to generate sensor data;a non-volatile memory device to store the generated sensor data;at least one artificial neural network (ANN) processor to process the sensor data to provide at least one output, wherein at least one function of a vehicle is controlled based on the at least one output; and evaluate, based on the stored sensor data, a context of operation of the vehicle; and', 'adjust, based on evaluating the context of operation, at least one operating characteristic for one or more of the at least one sensing device or the at least one ANN processor., 'at least one memory containing instructions configured to instruct the at least one processing device to2. The system of claim 1 , wherein adjusting the at least one operating characteristic comprises adjusting at least one of a number of sensing devices that are in an active state claim 1 , a resolution for one or more sensing devices claim 1 , or a rate at which frames are generated by a sensing device.3. The system of claim 1 , wherein adjusting the at least one operating characteristic comprises adjusting a processing capability of the ANN processor.4. The system of claim 1 , further comprising a power supply that provides power to at least one of the sensing device or the ANN processor claim 1 , ...
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