Multi-Armed-Bandit-Based Spectrum Scheduling Algorithms in Wireless Networks: A Survey

Assigning bands of the wireless spectrum as resources to users is a common problem in wireless networks. Typically, frequency bands were assumed to be available in a stable manner. Nevertheless, in recent scenarios where wireless networks may be deployed in unknown environments, spectrum competition...

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Veröffentlicht in:	IEEE wireless communications Jg. 27; H. 1; S. 24 - 30
Hauptverfasser:	Li, Feng, Yu, Dongxiao, Yang, Huan, Yu, Jiguo, Karl, Holger, Cheng, Xiuzhen
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.02.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Frequencies Interference Machine learning Multi-armed bandit problems Probability distribution Scheduling Uncertainty Unknown environments Wireless networks
ISSN:	1536-1284, 1558-0687
Online-Zugang:	Volltext
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