End-to-End TCP Congestion Control for Mobile Applications
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3024707
Abstract: This paper addresses the re-engineering of congestion control for TCP applications over networks with coupled wireless links. Using queueing delay as a congestion measure, we show that optimal TCP congestion control can be achieved by… read more here.
Keywords: end end; control; congestion; tcp congestion ... See more keywords
RAN Information-Assisted TCP Congestion Control Using Deep Reinforcement Learning With Reward Redistribution
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2021.3123130
Abstract: In this paper, we aim to propose a novel transmission control protocol (TCP) congestion control method from a cross-layer-based perspective and present a deep reinforcement learning (DRL)-driven method called DRL-3R (DRL for congestion control with… read more here.
Keywords: ran information; tcp congestion; control; congestion control ... See more keywords
Intelligent TCP Congestion Control Scheme in Internet of Deep Space Things Communication
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2022.3212534
Abstract: In deep space missions, large-scale deep space information and continuous sensory data are generated, processed, and exchanged over Internet of deep space things (IoDST). Ensuring reliable communication in IoDST requires resolution of challenges engendered by… read more here.
Keywords: congestion control; tcp congestion; space; deep space ... See more keywords