This paper investigates how angle-of-arrival (AoA) information can be exploited by deep-/machine-learning approaches to perform beam selection in the uplink of a mmWave communication system.

By switching the antenna working state, the proposed antenna can realize almost 84° beam switching at 4.85 GHz. The pattern reconfigurability of this antenna with favorable performance characteristics ...