J4 ›› 2010, Vol. 28 ›› Issue (05): 433-.

• 论文 •    下一篇

基于小波去噪的协作空闲频谱检测性能

曾文娟,谢显中   

  1. 重庆邮电大学 个人通信研究所|重庆 400065
  • 出版日期:2010-09-30 发布日期:2010-10-28
  • 通讯作者: 曾文娟(1987— ),女,武汉人,重庆邮电大学硕士研究生,主要从事感知无线电研究,(Tel)86-13658379093(E-mail) E-mail:zwj_n@163.com.
  • 作者简介:曾文娟(1987— ),女,武汉人|重庆邮电大学硕士研究生|主要从事感知无线电研究|(Tel)86-13658379093(E-mail)zwj_n@163.com;谢显中(1966— ),男,重庆人|重庆邮电大学教授, 硕士生导师|博士|主要从事无线通信传输技术传输预处理、协作通信和感知无线电研究|(Tel)86-13708369531(E-mail) xiexianzhong.cn@gmail.com。
  • 基金资助:

    国家自然科学基金资助项目(60872037);重庆市自然科学基金资助项目(2008BB2411);重庆市教委应用基础研究基金资助项目(KJ080508)

Performance of Cooperative Spectrum Sensing Based on Wavelet Transform for Cognitive Radio

ZENG Wenjuan,XIE Xian-zhong   

  1. Institute of Personal Communication, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
  • Online:2010-09-30 Published:2010-10-28

摘要:

为解决低信噪比(SNR:Signal to Noise Ratio)时引起检测性能突变的问题,分析了能量检测在不同SNR下的检测效果,在进行频谱检测前先对信号进行去噪处理,以改善能量检测在低SNR下的检测性能。在此基础上,将改进的能量检测算法应用到协作空闲频谱检测中,保证各个CR(Cognitive Radio)节点检测性能有一定的可靠性,从而改善协作检测的检测效果。仿真结果表明,对经过小波信号处理后的各节点的检测结果进行融合协作,与以往的协作检测方案相比,ROC(Receive Operating Characteristic)曲线有了明显改善。

关键词: 感知无线电, 空闲频谱检测, 能量检测, 小波去噪, 协作空闲频谱检测

Abstract:

Idle spectrum sensing is the key that cognitive radio can be implemented. Energy detection is frequently applied as a idle spectrum sensing technology for easy principle and easy implement. However, the detection performance may have abrupt change in the bad external communication environment (SNR:Signal to Noise Ratio is low). Firstly this paper analyzed the performances of energy detection under different SNRs, and then denoised the signal before spectrum sensing improving the performances of detection under low SNR. The improved energy detection algorithm is applied to cooperate spectrum sensing to ensure certain reliability of each CR(cognitive radio) node detection performance. So that the detection performances of cooperate sensing are improved. The result of simulation indicates that comparing to traditional cooperate sensing algorithm, the ROC(Receive Operating Characteristic) curve has a marked improvement when cooperate the detection results after the process of wavelet denoise from each node.

Key words: cognitive radio, idle spectrum sensing, energy detection, wavelet denoise, cooperate idle spectrum sensing

中图分类号: 

  • TN92