Anti-Jamming RIS Communications Using DQN-Based Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3158751
Abstract: Wireless sensor networks (WSNs) are widely applied in battlefield surveillance, where the data collection (e.g. target tracking or contention zone observation) employed by local sensor nodes needs to send to military bases for tactical decisions.… read more here.
Keywords: dqn based; communication; based algorithm; ris ... See more keywords
DQN-Based Adaptive MCS and SDM for 5G Massive MIMO-OFDM Downlink
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2022.3210928
Abstract: In this letter, we propose a deep Q-network (DQN)-based joint adaptive scheduling algorithm of modulation and coding scheme (MCS) and space division multiplexing (SDM) in 5G massive MIMO-OFDM, that enables the next-generation NodeB (gNB) to… read more here.
Keywords: dqn based; mcs sdm; sdm massive; mcs ... See more keywords
ES-DQN-Based Vertical Handoff Algorithm for Heterogeneous Wireless Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2020.2990713
Abstract: One of the most challenging topics for next generation wireless networks is vertical handoff concept since several wireless technologies are supposed to cooperate. In this letter, evolution strategy and deep Q-network (ES-DQN) has been proposed… read more here.
Keywords: dqn based; vertical handoff; based vertical; wireless networks ... See more keywords