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独立分量分析在CDMA系统中的应用研究 被引量:1

Application of Independent Component Analysis in CDMA Syst ems
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摘要 在直接序列扩频码分多址(DS-CDMA) 通信系统中, R AKE接收机是一种传统的接收机结构, 其主要缺点是抗远近效应的能力较差。文章引入一种新的信号处理技术———独立分量分析, 对RAKE接收机的估计信号进行二次调整。实验表明, 这种调整结构有很好的抗干扰能力, 可以显著提高信号估计的正确率。 In Direct-Sequence Code Division Multiple Access (DS_CDMA) communications systems,RAKE receiver is a conventional structure. The disadvantage of this structure is inefficacious for near-far resistant .In this paper, a new signal processing technique called independent component analysis(I CA) is introduced,and it is used to adjust to the signals that RAKE recerver have estimated.Simulation shows that this adjustment can improve the capability of interference suppression and correct rate of signals estimate.
出处 《计算机测量与控制》 CSCD 2005年第4期380-382,共3页 Computer Measurement &Control
关键词 无线通信系统 CDMA系统 独立分量分析 信号处理 码分多址移动通信 Independent Component Analysis(ICA) RAKE rece iver CDMA
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参考文献6

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同被引文献5

  • 1丁志刚,朱孝龙,焦李成.基于独立分量分析的DS-CDMA系统接收机[J].电子学报,2000,28(z1):97-100. 被引量:3
  • 2COMON P. Independent component analysis-a new concept[J]. Signal Processing. 1994. 36 : 287 - 314.
  • 3Hyvarinen A, Oja E, Independent component analysis: algorithms and applications[J], Neural Networks, 2000, 13:411 - 430.
  • 4Hyvarinen A, Oja E. A fast fixed point algorithm for independent component analysis[J]. IEEE Trans. on Neural Computation, 1997, 9(7):1483-1492.
  • 5Cristescu R, Ristaniemi T, Joutsensalo J, et al. CDMA delay estimation using a fast ICA algorithm[C]//Proc, of the IEEE Int. Syrup. on Personal, Indoor, and Mobile Communications (PIMRC' 00), London, United Kingdom, September, 2000: 17-19.

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