Jia-Xin Ma

Adaptive edge resource optimization for vehicle-edge cooperative perception with deep reinforcement learning

Vehicle-base station cooperative perception extends sensing coverage and detection precision in intelligent transportation systems. However, random task arrivals, heterogeneous communication-computing resources and short vehicle coverage residence time bring great difficulties to efficient task scheduling. To solve thi...