Examination of User Pairing NOMA System Considering the DQN Scheme Over Time-Varying Fading Channel Conditions

In this paper, we employ the deep Q-network (DQN) algorithm to study user pairing downlink (D/L) non-orthogonal multiple access (NOMA) system considering the multiple user equipment (UEs). In this work, the independent and identically distributed (i.i.d.) fading links are considered. The channel is...

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Veröffentlicht in:	Journal of Information Science and Engineering 2022-07, Vol.38 (4), p.859-875
Hauptverfasser:	Shankar, Ravi, Ahmad, Ayaz, Veerappan, Saminathan, Beuria, Manoj Kumar, Krishna, Patteti, Singh, Sudhansu Sekhar, Krishnan, V Gokula
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Electric power distribution Fading Machine learning Mathematical analysis Nodes Nonorthogonal multiple access Optimization Simulation
Online-Zugang:	Volltext
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