FedSup: A communication-efficient federated learning fatigue driving behaviors supervision approach

With the proliferation of smart devices and the Internet of Vehicles (IoV) technologies, intelligent fatigue detection has become one of the most-used methods in our daily driving. Data sharing among vehicles can be used to optimize fatigue detection models and ensure driving safety. However, data privacy issues hinder the sharing process. Besides, due to the limitation of communication and computing resources, it is difficult to carry out …