A distributed CRN resource allocation algorithm based on CBR and cooperative Q-learning

A distributed CRN resource allocation algorithm based on CBR and cooperative Q-learning

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In order to solve the problem of channel and power allocation in distributed cognitive radio networks (CRN),a case-based reasoning (CBR) and cooperative Q-learning algorithm was proposed.In order to optimize the Q initialization of Q-learning algorithm,the current problem and the historical case wer...

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Bibliographic Details
Main Authors: Lin XU, Zhijin ZHAO
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2019-02-01
Series:Dianxin kexue
Subjects:
cognitive radio;cooperative Q-learning;case-based reasoning;channel and power allocation;energy efficiency;convergence speed
Online Access:http://www.telecomsci.com/thesisDetails#10.11959/j.issn.1000-0801.2019005
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