Decentralized and Joint Resource Allocation, Beamforming, and Beamcombining for 5G Networks With Heterogeneous MARL
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3576190
Abstract: In this paper, we propose a novel Multi-Agent Reinforcement Learning (MARL) -based paradigm for distributed and joint resource allocation, beamforming (BF), and beam combining of uplink transmissions in 5G networks. The proposed paradigm employs two… read more here.
Keywords: resource; joint resource; proposed paradigm; allocation beamforming ... See more keywords
Joint Design of Power Allocation, Beamforming, and Positioning for Energy-Efficient UAV-Aided Multiuser Millimeter-Wave Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3196111
Abstract: In this paper, the joint design of power allocation (PA), beamforming (BF) and positioning is studied for unmanned-aerial-vehicle (UAV) aided millimeter-Wave (UAV-mmWave) systems, with the objective of maximizing the energy efficiency (EE), under the constraints… read more here.
Keywords: power; beamforming positioning; design power; allocation beamforming ... See more keywords
Joint Energy-Efficient Power Allocation and Beamforming for Uplink mmWave-NOMA System
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2020.3007470
Abstract: In this paper, we study the joint power allocation (PA) and beamforming (BF) design problem to maximize the energy efficiency (EE) for an uplink millimeter-wave (mmWave) system with non-orthogonal multiple access (NOMA). To track this… read more here.
Keywords: system; mmwave noma; allocation beamforming; power allocation ... See more keywords
Joint Resource Allocation and Beamforming Design for MU-MIMO Relay Networks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2024.3485992
Abstract: Sidelink relay technique is an effective technique for coverage enhancement and data rate improvement, which has recently achieved success in diversified wireless applications. The main bottleneck of applying sidelink to multiple-user multiple-input multiple-output (MU-MIMO) system… read more here.
Keywords: mimo relay; beamforming design; relay; resource ... See more keywords