Enhancing Spectral Efficiency of Short-Packet Communications in STAR-RIS-Assisted SWIPT MIMO-NOMA Systems With Deep Learning

This paper proposes an adaptive user grouping (AUG) scheme for short-packet communication (SPC) in simultaneous transmitting and reflecting (STAR)-reconfigurable intelligent surface (RIS)-assisted multiple-input multiple-output (MIMO)-non-orthogonal multiple access (NOMA) systems with SWIPT. The inf...

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Veröffentlicht in:	IEEE transactions on wireless communications Jg. 24; H. 1; S. 842 - 859
Hauptverfasser:	Perdana, Ridho Hendra Yoga, Nguyen, Toan-Van, Pramitarini, Yushintia, Nguyen, Duy H. N., An, Beongku
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.01.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	5G mobile communication Adaptive systems Algorithms Array signal processing Artificial neural networks Beamforming Binary stars Continuity (mathematics) Convolutional neural networks Deep learning energy harvesting Information systems Integer programming Iterative algorithms Machine learning MIMO MIMO communication NOMA non-convex optimization Nonorthogonal multiple access Optimization Packet transmission Phase shift Real time Real-time systems Reconfigurable intelligent surfaces Reliability short-packet communication Signal quality Spectral efficiency STAR-RIS Ultra reliable low latency communication user grouping Wireless communication
ISSN:	1536-1276, 1558-2248
Online-Zugang:	Volltext
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