The application discloses a kind of based on
phased array antenna beam guidance method and
system, belong to
wireless communication and intelligent antenna control technical field.The method obtains array state information, terminal state information,
pilot measurement information, environment
perception information and historical guidance feedback information, constructs joint
state vector;Based on the joint
state vector, scene interaction graph is constructed, and interference risk representation quantity is obtained using graph neural network;Parallel rehearsal is carried out on candidate
beam control action in digital twin environment, and link quality prediction result, beam mismatch risk prediction result and constraint feasibility prediction result are obtained;Target
beam control action is generated using
reinforcement learning guidance strategy model, and is corrected by safety constraint predictive control;According to the action after correction,
phased array antenna forms target guidance beam, and according to real-time feedback,
reinforcement learning guidance strategy model, graph neural network and digital twin environment parameters are updated online.The application can improve the accuracy, reliability, safety and self-adaptive ability of beam guidance in complex dynamic scene.