An Analysis on Wireless Edge Caching in In-Band Full-Duplex FR2-IAB Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3022725
Abstract: This article develops a 3GPP inspired analytical framework for cache-enabled in-band full-duplex (IBFD) integrated access and backhaul (IAB) heterogeneous network in the FR2 (millimeter wave) band. In particular, by assuming wide-band FR2 channel model, we… read more here.
Keywords: fr2 iab; wireless edge; edge caching; duplex ... See more keywords
Deep Reinforcement Learning With Communication Transformer for Adaptive Live Streaming in Wireless Edge Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2021.3126062
Abstract: The emerging mobile edge computing (MEC) technology has been recently applied to improve the Quality of Experience (QoE) of network services, such as live video streaming. In this paper, we study an energy-aware adaptive live… read more here.
Keywords: communication; adaptive live; live streaming; wireless edge ... See more keywords
Collaborative Machine Learning at the Wireless Edge with Blind Transmitters
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Wireless Communications"
DOI: 10.1109/twc.2021.3065920
Abstract: We study federated edge learning (FEEL), where wireless edge devices, each with its own dataset, learn a global model collaboratively with the help of a wireless access point acting as the parameter server (PS). At… read more here.
Keywords: wireless edge; number antennas; perfect csi; csi ... See more keywords