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利用纠错编码的同频调制混合信号单通道盲分离

涂世龙 陈越新 郑辉

涂世龙, 陈越新, 郑辉. 利用纠错编码的同频调制混合信号单通道盲分离[J]. 电子与信息学报, 2009, 31(9): 2113-2117. doi: 10.3724/SP.J.1146.2008.01051
引用本文: 涂世龙, 陈越新, 郑辉. 利用纠错编码的同频调制混合信号单通道盲分离[J]. 电子与信息学报, 2009, 31(9): 2113-2117. doi: 10.3724/SP.J.1146.2008.01051
Tu Shi-long, Chen Yue-xin, Zheng Hui. Exploiting Error-control Codes in Single-channel Blind Separation of Co-frequency Modulated Signals[J]. Journal of Electronics & Information Technology, 2009, 31(9): 2113-2117. doi: 10.3724/SP.J.1146.2008.01051
Citation: Tu Shi-long, Chen Yue-xin, Zheng Hui. Exploiting Error-control Codes in Single-channel Blind Separation of Co-frequency Modulated Signals[J]. Journal of Electronics & Information Technology, 2009, 31(9): 2113-2117. doi: 10.3724/SP.J.1146.2008.01051

利用纠错编码的同频调制混合信号单通道盲分离

doi: 10.3724/SP.J.1146.2008.01051

Exploiting Error-control Codes in Single-channel Blind Separation of Co-frequency Modulated Signals

  • 摘要: 该文建立了同频调制编码混合信号的基本模型,提出了基于M-PSP的利用编码信息的单通道盲分离算法,重点研究了状态格图的构建、分支度量的计算和信道响应的跟踪。仿真结果表明,利用编码的单通道盲分离算法可以获得比不利用编码更好的性能,对于1/2码率的卷积编码BPSK信号,在误码率为10-4时,信噪比改善可达到2dB左右。
  • Haykin S. Unsupervised Adaptive Filtering.[J].Volume 1: BlindSource Separation[M]. USA: John Wiley Sons Inc.2000,:-[2]Gao P, Chang E C, and Wyse L. Blind separation of fetalECG from single mixture using SVD and ICA[C]. Proc. ofICICS-PCM, Singapore, Dec. 15-18, 2003, 3: 1418-1422.[3]Blumensath T and Davies M. Shift-invariant sparse codingfor single channel blind source separation[C]. SPARS'05,Rennes, France, Nov. 2005: 75-78.[4]Jang G J and Lee T W. A maximum likelihood approach tosingle-channel source separation[J]. Journal of MachineLearning Research, 2003, 4(7-8): 1365-1392.[5]Benaroya L, Bimbot F, and Gribonval R. Audio sourceseparation with a single sensor[J].IEEE Transactions onSpeech and Audio Processing.2006, 14(1):191-199[6]Gidirhar K, Shynk J J, Mathur A, Chari S, and Gooch R P.Nonlinear techniques for the joint estimation of co-channelsignals[J].IEEE Transactions on Communication.1997,45(4):473-484[7]Warner E S and Proudler I K. Single-channel blind signalseparation of filtered MPSK signals[J].IEE ProceedingsRadar, Sonar and Navigation.2003, 150(6):396-402[8]Pedzisz M and Mansour A. A simple idea to separateconvolutive mixture in an undetermined scenario[C]. 14thESSANN, Bruges, Belgium, April 26-28, 2006: 365-370.[9]Heidari S and Nikias C I. Co-channel interference mitigationin the time-scale domain: the CIMTS algorithm[J].IEEETransactions on Signal Processing.1996, 44(9):2151-2162[10]Liu K, Li H, Dai X, and Xu X. Single channel blindseparation of cofrequency MPSK signals[C]. Proc.Communication, Internet, and Information Technology, St.Thomas, USA, Nov. 29-Dec. 1, 2006: 42-46.[11]Tu Shi-long.[J].Chen Shao-he, Zheng Hui, and Wan Jian.Particle filtering based single-channel blind separation ofco-frequency MPSK signals[C]. Proc. ISPACS07, Xiamen,China, Nov. 28-Dec.2007,1:-[12]陈绍贺, 万坚, 涂世龙, 郑辉. PCMA 系统中干扰信号时延估计新算法[J]. 系统与仿真学报, 2008, 20(21): 5774-5777.Chen Shao-he, Wan Jian, Tu Shi-long, and Zheng Hui. Novelalgorithm of interference time delay estimation in PCMAsystem[J]. Journal of System Simulation, 2008, 20(21):5774-5777.[13]Tu Shi-long, Zheng Hui, and Gu Na. Single-channel blindseparation of two QPSK signals using per-survivorprocessing[C]. IEEE Asia Pacific Conference on Circuits andSystems, Macao, China, Nov. 30-Dec. 3, 2008: 473-476.[14]Tu Shi-long.[J].Chen Shao-he, Zheng Hui, and Wan Jian. On theperformance of single-channel blind separation of twoco-frequency MPSK signals. Proc. TENCON07, Taibei,China, Oct. 30-Nov.2007,2:-[15]Raheli R, Polydoros A, and Tzou Ching-Kae. Per-survivorprocessing: A general approach to MLSE in uncertainenvironments[J].IEEE Transactions on Communication.1995,43(2/3/4):354-364
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出版历程
  • 收稿日期:  2008-08-28
  • 修回日期:  2009-06-08
  • 刊出日期:  2009-09-19

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