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基于改进信息最大化法的盲多用户检测

Blind Multi-user Detection Based on Improved Information Maximization
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摘要 针对多用户检测中的多址干扰(MAI),给出了改进信息最大化(I_infomax)的盲多用户检测算法.该算法利用扩频码初始化学习向量,实现了多用户的盲检测.仿真结果及分析表明,算法在误码率、收敛速度和用户容量等方面优于Infomax算法及传统盲多用户检测算法. An improved Infomax blind multi-user detection method is presented for multi-access interference （MAI）. The method initializes the learning vector by utilizing spreading code sequence to blindly detect multiple users. Simulations and analysis indicate that Idnformax is better than Informax and other blind multi-user detectors in bit error rate, convergence speed and user capability.
作者 张旭秀 王培 邱天爽
机构地区 大连交通大学电气信息学院 大连理工大学电子与信息工程学院
出处 《信息与控制》 CSCD 北大核心 2008年第5期556-559,564,共5页 Information and Control
基金 国家自然科学基金资助项目(60372081,30570475,30170259) 教育部博士点基金项目(20010141025) 辽宁省教育厅资助项目(20060111)
关键词 多用户检测 多址干扰 盲源分离 信息最大化 multi-user detection multi-access interference （MAI） blind source separation information maximization
分类号 TN911.4 [电子电信—通信与信息系统]
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参考文献13

  • 1Verdu S. Minimum probability of error for asynchronous Gaussian multiple-access channels [J]. IEEE Transactions on Information Theory, 1986, 32(1): 85-96.
  • 2焦李成,马海波,刘芳.多用户检测与独立分量分析:进展与展望[J].自然科学进展,2002,12(4):365-371. 被引量：5
  • 3Hyvarinen A. Fast and robust fixed-point algorithms for independent component analysis [J]. IEEE Transactions on Neural Networks, 1999, 10(3): 626-634.
  • 4Lupas R, Verdu S. Near-far resistance of multiuser detectors in asynchronous channels [J]. IEEE Transactions on Communications, 1990, 38(4): 496-508.
  • 5Madhow U, Honig M L. MMSE interference suppression for direct-sequence spread-spectrum CDMA [J]. IEEE Transactions on Communications, 1994, 42(12): 3178-3188.
  • 6Patel P, Holtzman J. Analysis of a DS/CDMA successive interference cancellation scheme using correlations [A]. Proceedings of the IEEE Global Telecommunications Conference [C]. Piscataway, NJ, USA: IEEE, 1993.76-80.
  • 7Divsalar D, Simon M K, Raphaeli D. Improved parallel interference cancellation for CDMA [J]. IEEE Transactions on Communications, 1998, 46(2): 258~268.
  • 8Xu Z Y, Liu P, Wang X D. Blind multiuser detection: From MOE to subspace methods [J]. IEEE Transactions on Signal Processing, 2004, 52(2): 510-524.
  • 9Tanrikulu O, Constantinides A G, Chambers J A. New normalized constant modulus algorithms with relaxation [J]. IEEE Signal Processing Letters, 1997, 4(9): 256-258.
  • 10Tong L, Liu R W, Soon V C, et al. Indeterminacy and identifiability of blind identification [J]. IEEE Transactions on Circuits and Systems, 1991, 38(5): 499-509.

二级参考文献38

  • 1Patel P,et al.Analysis of a simple successive interference cancellation scheme in a DS/CDMA system.IEEE JCAS,1994,12(5):796
  • 2Divsalar D,Improved parallel interference cancellation for CDMA.IEEE Trans on Commun,1998,46(2):258
  • 3Aazhang B,et al.Neural network for multiuser detection in CDMA communications.IEEE J Selection Areas Comm,1992,40(7):1212
  • 4Pan J,et al.Construction of orthogonal multiwavelets with short se-quence via genetic algorithm.Progress in Natural Science,2000,10(4):294
  • 5Chen J L,et al.Direct sequence code division multiple access based on multiwavelet packet transform.Progress in Natural Science,2001,11(9):715
  • 6Honig M,et al.Blind adaptive multiuser detection.IEEE Trans on Information Theory,1995,41(4):944
  • 7Wang X D.Blind multiuser detection:A Subspace approach.IEEE Trans on Information Theory,1998,44(1):91
  • 8Lang T,et al.Blind identification and equalization based on second order statistics:A time domain approach.IEEE Trans on Informa-tion Theory,1994,40(3):340
  • 9Michaela C.Estimation of parametric channel modelsin wireless communication.Networks,1998
  • 10Shen J Q,et al.Direct blind MMSE channel equalization based on second order statistics.IEEE Trans on Signal Processing,2000,48(4):1015

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信息与控制
2008年 第5期

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