IEEE

Efficient Joint Transmit and Receive Beam Alignment via Sequential CNN LSTM Networks

Abstract: This paper introduces a deep learning-assisted joint transmit and receive beam tracking approach for uplink multiple-input multiple-output (MIMO) communication over millimeter wave (mmWave) ...
IEEE

High-Precision Model Predictive Control for High-Speed Trains Utilizing LSTM-Based Fixed-Lag Kalman Smoother With a Multi-Point Mass Model

Abstract: This paper introduces a novel high-precision model predictive control method for high-speed trains that combines a fixed-lag Kalman smoother based on a long short-term memory network and a ...