| CPC G01S 7/003 (2013.01) [H04L 67/125 (2013.01); B60W 2050/0005 (2013.01); B60W 2050/0088 (2013.01); B60W 2556/30 (2020.02)] | 20 Claims |

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1. A hardware unit of an autonomous driving vehicle (ADV), comprising:
an input port to directly receive data from one or more sensors perceiving a driving environment, wherein the hardware unit is coupled with the one or more sensors to perform data processing of the data from one or more sensors;
a monitor unit to monitor a data rate of output data after the data processing;
a self-adjustment unit to dynamically configure and adjust the data processing of the data from one or more sensors based on the data rate of output data; and
an output port to transfer the output data to an autonomous driving system (ADS) of the ADV to control the ADV to drive autonomously based on the output data.
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