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基于压缩感知的OFDM水声通信信道二次估计算法 被引量:6

The complex channel estimation based on compress sensing in OFDM via underwater acoustic channel
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摘要 该文主要研究OFDM水声通信信道二次估计技术,针对传统信道二次估计算法跟踪估计缓慢时变水声信道存在误码遗传的缺点,提出了一种基于压缩感知的信道二次估计算法。该算法结合水声信道的稀疏特性,利用经过编码校验后的大多数可靠信息,二次匹配追踪信道频域响应,作为系统均衡器的反馈输入信息和次时段信道初始信息,有效地抑制了系统的误码遗传。通过Matlab仿真实验和水池试验,验证了基于压缩感知的信道二次估计算法的可靠性和高效性。 A twice decision channel equalization algorithm of Orthogonal Frequency Division Multiplexing (OFDM) via shallow underwater acoustic (UWA) channel is studied in this paper. The corrected and the raw information are used for channel re-estimation. By taking the advantage of shallow UWA channel’s spares characters, the channel can be constructed by matching pursuit (MP) ameliorated twice decision channel equalization algorithm based on compress sensing (CS) theory without error propagation. Experimental results performed with Monte Carlo simulation and tank-trial data are provided for demonstrating that the proposed algorithm can effectively offer confined error propaga-tion and significantly increase the quality of the system.
出处 《声学技术》 CSCD 2013年第5期357-361,共5页 Technical Acoustics
基金 863重点项目(2009AA093601-2) 国防基础项目研究(B2420110007)
关键词 水声通信 正交频分复用 稀疏信道估计 压缩感知 匹配追踪 underwater acoustic channel orthogonal frequency division multiplexing sparse channel estimation compress sensing matching pursuit
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参考文献9

  • 1Haykin S,Cognitive Radio. Brain empowered wireless communi-cations[J].{H}IEEE Journal on Selected Areas in Communications,2005,(02):201-220.
  • 2曹胜果;高翔.采用压缩感知的 OFDM 水声信道估计[J]{H}声学技术,2011(03):115-118.
  • 3马雪飞.水声 OFDM 信道估计与均衡技术研究[D]{H}哈尔滨:哈尔滨工程大学,201126-40.
  • 4Donoho D L.压缩传感[J]IEEE 信号处理会报,2006(04):1289-1306.
  • 5冉茂华,黄建国,付辉敬.OFDM水声通信中基于压缩传感的稀疏信道估计[J].系统工程与电子技术,2011,33(5):1157-1161. 被引量:12
  • 6Christian R Berger,sheng-li Zhou,James preisig. Sparse channel estimation for multicarrier underwater acoustic commu-nication from subspace methods to compressed sensing[J].{H}IEEE Transactions on Signal Processing,2010,(03):1708-1721.
  • 7Roy S,Duman T M,McDonald V. High-rate communication for underwater acoustic channels using multiple transmitters and space-time coding:receiver structures and experimental results[J].{H}IEEE Journal of Oceanic Engineering,2007,(03):663-688.
  • 8Mario A T Figueiredo,Robert D Nowak. Gradient projection for sparse reconstruction:Application to Compressed Sensing and Other Inverse Problems[J].IEEE Journal of Selceted Topics in Signal Processing,2008,(04):586-597.
  • 9Ehsan Zamanizadeh. Identification of sparse time-varying UWC throuth BP methods[A].2010.

二级参考文献14

  • 1Stojanovic M, Catipovic J A, Proakis J G. Phase-coherent digital communications for underwater acoustic channels [J].IEEE Journal of Oceanic Engineering, 1994, 19(1) : 100 - 111.
  • 2Sayeed A, Aazhang B. Joint multipath-Doppler diversity in mobile wireless communications [J].IEEE Trans. on Communication, 1999, 47(1) :123 - 132.
  • 3Li B, Zhou S, Stojanovic M, et al. Multicarrier communication over underwater acoustic channels with nonuniform doppler shifts[J].IEEE Journal of Oceanic Engineering, 2008, 4(33) : 198 - 209.
  • 4Qu F, Yang L. Basis expansion model for underwater acoustic channels[C]//Proc, of MTS / IEEE Oceans Conference, 2008. 1-7.
  • 5Candes E, Romberg J, Tao T. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information[J].IEEE Trans. on Information Theory, 2006, 52(2) : 489 - 509.
  • 6Donoho D. Compressed sensing[J]. IEEE Trans. on Information Theory, 2006, 52(4) : 1289 - 1306.
  • 7Bajwa W U, Sayeed A M, Nowak R. Learning sparse doublyselective channels[C]//Proc, of 46th Annual Allerton Conference on Communication, Control, and Computing 2008 : 538 - 545.
  • 8Bajwa W U, Haupt J, Raz G. Compressed channel sensing[C]// Proc. of 42nd Annual Conference Information Sciences and Systems, 2008:5 - 10.
  • 9Liu K, Kadous T, Sayeed A. Orthogonal time-frequency signaling over doubly dispersive channels[J].IEEE Trans. on Information Theory, 2004, 50(11) : 2583 - 2603.
  • 10Bello P. Characterization of randomly time-variant linear channels[J]. IEEE Trans. on Communication, 1963,14(12) 360 - 393.

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