Deep Learning-Inspired Message Passing Algorithm for Efficient Resource Allocation in Cognitive Radio Networks

Energy efficiency (EE) and spectrum efficiency (SE) have received significant attentions on optimizing the network performance in cognitive radio networks. In this paper, an EE+SE tradeoff based target is considered for the primary users (PUs) and the secondary users (SUs). First of all, considering...

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Vydáno v:	IEEE transactions on vehicular technology Ročník 68; číslo 1; s. 641 - 653
Hlavní autoři:	Liu, Miao, Song, Tiecheng, Hu, Jing, Yang, Jie, Gui, Guan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.01.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Back propagation Back propagation networks Cognitive radio Computer simulation Computing time Deep learning Efficiency efficiency tradeoff Frequency division multiple access Interference IP networks Message passing Neural networks Optimization Power consumption Resource allocation Resource management
ISSN:	0018-9545, 1939-9359
On-line přístup:	Získat plný text
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