The invention relates to the technical field of
edge computing, in particular to an intelligent metasurface-assisted vehicle-mounted
edge computing task unloading method, and aims to solve the problems that a
wireless unloading transmission link of an intelligent metasurface-assisted vehicle-mounted
edge computing scene is high in
path loss, prone to being blocked and the like. An intelligent metasurface is used for improving the channel quality of a
wireless unloading transmission link, specifically, an intelligent metasurface-assisted vehicle-mounted edge calculation unloading model is established, the problem that the transmission link is blocked when a vehicle moves is solved, meanwhile, the intelligent joint
optimization problem of intelligent metasurface phase shift, amplitude, unloading decision and
resource allocation is established, and the intelligent metasurface-assisted vehicle-mounted edge calculation unloading model is established. Finally, the
dynamic coupling non-convex problem is solved through a DDPG
algorithm, the calculation unloading cost is reduced under the condition that link blocking is reduced, and therefore the cost composed of
delay and
energy consumption of a vehicle-mounted edge calculation
system is minimized.