Beam Management
AI for beam management
These examples demonstrate AI techniques to optimize beam selection and management.
Featured Examples
Generate Training Data for NR SSB Temporal-Domain Beam Prediction
Simulate 2-D trajectories within an UMa scenario, then calculate the optimal beam pair along the trajectory.
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.
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.
