A method for improving call performance in a wireless network includes applying AI techniques at the physical layer (PHY) to perform digital predistortion, channel estimation, and channel resource optimization including applying AI-based channel state information compression to compress feedback data from user equipment to a base station and applying AI-based fingerprinting processes to optimize positioning and localization in indoor environments and mapping disruptions to propagation patterns caused by individuals in a wireless environment; adjusting transceiver parameters during a call using an AI-based autoencoder design; and optimizing resource allocation and improving call quality between two devices by deploying AI at the PHY.