Beam Management

AI for beam management

These examples demonstrate AI techniques to optimize beam selection and management.

Featured Examples

Neural Network for Beam Selection

Use a neural network to reduce overhead in the beam selection task by using the location of the receiver rather than knowledge of the communication channels.

(Communications Toolbox)

Train DQN Agent for Beam Selection

Train a deep Q-network (DQN) reinforcement learning agent for beam selection in a 5G new radio communications system.

(Communications Toolbox)