认知无线电智能学习决策研究现状

认知无线电由于其灵活的频谱使用和智能参数重配置能力,引起了国内外的广泛关注。目前认知无线电（CR）大部分的研究都集中在动态频谱访问上,而认知无线电智能学习与决策研究正起步并逐步受到重视。现对认知无线电智能技术,包括学习方法、知识表示、智能决策方法等进行了描述,并介绍了CR智能学习决策的研究现状。通过对两类CR智能学习决策方法的分析研究,指出基于学习的决策方法能更好地实现认知无线电适应新环境的能力。

A Survey on Intelligent Learning and Decision in Cognitive Radio

Cognitive radio technique,for its flexible spectrum use and intelligent reconfiguration of parameters,has attracted much attention both at home and abroad.Nowadays,most of the researchs focuses on the dynamic spectrum access.Intelligent learning and decision in cognitive radio is just in the initial stage and gradually roceived by the people.This paper describes the CR intelligent techniques,including learning methods,knowledge representation,intelligent decision methods,and gives the research status of CR intelligent learning and decision.Bused on study of two kinds of CR intelligent learning and decision making methods,this paper points out that the learning-based decision making method could fairly realize the in capability for CR in adapting the new conditions.