MULTI-RIS_CHANNEL_PREDICTION

The DEEPMIMO dataset is a comprehensive and widely used set of realistic channel data generated through accurate ray-tracing for deep learning applications in MIMO communications. In this dataset, the traditional role of a Reconfigurable Intelligent Surface (RIS) is replaced by a Base Station (BS), which serves as a key node in the scenario. It provides extensive channel impulse responses encompassing various user positions, multi-path delays, and angle parameters (AoD\/AoA), specifically designed to train and test neural networks for tasks like channel estimation, beamforming prediction, and massive MIMO system optimization.