Deep Learning Based Radio Resource Management in NOMA Networks: User Association, Subchannel and Power Allocation [PDF]
IEEE Transactions on Network Science and Engineering, 2020 With the rapid development of future wireless communication, the combination of NOMA technology and millimeter-wave(mmWave) technology has become a research hotspot.
Hai-Jun Zhang +3 more
semanticscholar +1 more source
Power Allocation in Multi-User Cellular Networks: Deep Reinforcement Learning Approaches [PDF]
IEEE Transactions on Wireless Communications, 2019 The model-based power allocation has been investigated for decades, but this approach requires mathematical models to be analytically tractable and it has high computational complexity.
Fan-Xu Meng +3 more
semanticscholar +1 more source
Deep Game of Escorting Suppressive Jamming and Networked Radar Power Allocation
Leida xuebao, 2023 The traditional networked radar power allocation is typically optimized with a given jamming model, while the jammer resource allocation is optimized with a given radar power allocation method; such research lack gaming and interaction.
Yuedong WANG +4 more
doaj +1 more source
Spatiotemporal dynamics of cyanobacterial blooms in the middle and lower reaches of the Xin River (Jiangxi, China) and their driving factors [PDF]
PeerJThis study analyzed phytoplankton monitoring data (2019–2023) from the middle-lower reaches of the Xin River to clarify cyanobacterial spatiotemporal distributions and their environmental drivers.
Shiyu Zhou +8 more
doaj +2 more sources
Spectrum-Energy Efficiency Tradeoff in Decode-and-Forward Two-Way Multi-Relay Networks
IEEE Access, 2021 Owing to its high spectrum efficiency (SE), two-way relaying has aroused tremendous research interests. In this paper, the spectrum-energy efficiency (SE-EE) trade-off in decode-and-forward (DF) two-way multi-relay networks is studied by considering non ...
Mengjie Chu, Runhe Qiu, Xue-Qin Jiang
doaj +1 more source
Water Governance in Iran–The Challenge of Water Allocation [PDF]
تحقیقات منابع آب ایرانOne of the main elements of sustainable water governance is implementing an efficient water allocation and entitlement mechanism. Developing and establishing a coherent, participatory water allocation system that balances water supply and demand while ...
Ali Heidari
doaj +1 more source
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms [PDF]
ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020 Unmanned aerial vehicle (UAV) swarms must exploit machine learning (ML) in order to execute various tasks ranging from coordinated trajectory planning to cooperative target recognition.
Teng-Chan Zeng +5 more
semanticscholar +1 more source
Millimeter-Wave NOMA With User Grouping, Power Allocation and Hybrid Beamforming [PDF]
IEEE Transactions on Wireless Communications, 2019 This paper investigates the application of non-orthogonal multiple access in millimeter-Wave communications (mmWave-NOMA). Particularly, we consider downlink transmission with a hybrid beamforming structure.
Li-Peng Zhu +5 more
semanticscholar +1 more source
Energy-Efficient Power Allocation in Non-Linear Energy Harvesting Multiple Relay Systems
Algorithms, 2021 In this paper, to maximize the energy efficiency (EE) in the two-hop multi-relay cooperative decoding and forwarding (DF) system for simultaneous wireless information and power transmission (SWIPT), an optimal power allocation algorithm is proposed, in ...
Huifang Pan, Qi Zhu
doaj +1 more source
Beam Allocation and Power Optimization for Energy-Efficiency in Multiuser mmWave Massive MIMO System
Sensors, 2021 This paper studies beam allocation and power optimization scheme to decrease the hardware cost and downlink power consumption of a multiuser millimeter wave (mmWave) massive multiple-input multiple-output (MIMO) system.
Saidiwaerdi Maimaiti +3 more
doaj +1 more source