The invention discloses a communication method based on a reconfigurable intelligent surface, a
communication device based on the reconfigurable intelligent surface and a communication
system based on the reconfigurable intelligent surface, and belongs to the technical field of
wireless communication. Jointly optimizing a current beam forming vector and a current RIS reflection parameter of the sender according to a channel
estimation result obtained in real time through a depth deterministic strategy gradient
algorithm; a joint optimization model of beam forming and RIS parameters of a sender is established, a non-convex
optimization problem is converted into a Markov
decision process, efficient solution is realized through a depth deterministic policy gradient
algorithm, and the transmission capability of communication can be improved. Furthermore, a reconfigurable intelligent surface technology is introduced, a reflection unit with independent amplitude-phase regulation and control capability is designed, the amplitude fixed limitation of a traditional passive RIS is broken through, double-
fading path loss can be effectively overcome, and then the anti-interference performance of a communication
system in complex electromagnetic environments such as high
spectral density and high interference power can be improved.