Abolfazl Zakeri

Deep Reinforcement Learning for Dynamic Sensing and Communications

Environmental sensing can significantly enhance mmWave communications by assisting beam training, yet its benefits must be balanced against the associated sensing costs. To this end, we propose a unified machine learning framework that dynamically determines when to sense and leverages sensory data…