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认知网络中基于模糊神经控制的切换判决算法研究 被引量:1

A Handoff Decision Algorithm Based on Fuzzy Neural Control in CRN
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摘要 为研究认知网络中的频谱切换判决问题,本文提出了一种基于模糊神经控制的切换判决算法。设计了模糊逻辑控制器,通过神经网络对隶属度函数和模糊推理规则进行自适应调整。仿真结果表明,本文提出的算法,可以降低切换比例和认知用户中断概率。 To research the decision of spectrum handoff, a handoff decision algorithm based on fuzzy neural control is proposed. The fuzzy logic controller is designed. The modulate of the membership function and fuzzy inference rules are based on neural net. The simulation results show that, the algorithm proposed in this paper can reduce the spectrum handoff rate and the interruption rate.
作者 付欣 周亚楠
出处 《无线通信技术》 2013年第1期10-13,共4页 Wireless Communication Technology
关键词 认知无线电 模糊神经控制器 神经网络 频谱信号 cognitive radio fuzzy logic controller neural network spectrum signal
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参考文献4

  • 1J. Mitola Ⅲ. Cognitive radio: An integrated agent archi- tecture for software defined radios [ D]. Ph.. D. Disserta- tion, Doctor of Technology, Royal Institute Technology ( KTH), Stockholm, Sweden,2000.
  • 2H.J. Liu, Z. X. Wang, S. F. Li, et al. Study on the per- formance of spectrum mobility in cognitive wireless net- work[ C]//IEEE ICCS 2008.19 - 21 Nov. 2008 : 1010 - 1014.
  • 3L. Giupponi, P. I. erez - Neira. A Fuzzy - based Spectrum Handoff in Cognitive Radio Networks [ C ]// CrownCom 2008,15 - 17 May 2008 : 1 - 6.
  • 4R T. Ma, Y. P. Hu, K. T. Feng. A POMDP - Based Spectrum Handoff Protocol for Partially Observable Ob- servabie Cognitive Radio Networks [ C ]// IEEE WC- NC2009,5 -8 April 2009:1 -6.

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