A Compressed Sensing Sparse Channel Estimation Method for Unique Word Prefixed Single Carrier Frequency Domain Equalization

被引:0
|
作者
Meng Qingwei [1 ]
Meng Xiangru [1 ]
Ma Zhiqiang [1 ]
机构
[1] Air Force Engn Univ, Informat & Nav Coll, Xian, Shaanxi, Peoples R China
关键词
SC-FDE; Compressed Sensing; Unique Word; Toeplitz Measure Matrices; Sparse Channel Estimation; SYSTEMS;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, a compressed sensing (CS) based sparse channel estimation method is proposed for Unique Word (UW) Prefixed SC-FDE employed in sparse wireless channels, sparse channel estimation is formulated as a typical CS problem, and UW generation schemes arc discussed, in addition, Dantzig square selector is used to recover sparse channel impulse response (CIR) from limited number of noisy observation measurements. Simulation results based on a typical sparse underwater acoustic channel profile show that CS based channel estimation methods outperform the widely utilized time domain and frequency domain least-square (LS) channel estimation methods in bit error rate (BER) and normalized mean-square error (NMSE). The channel estimation accuracy can be significantly improved compared to time domain US estimation method.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Sparse Channel Estimation for Cyclic Prefixed Single Carrier Block Transmission Using Compressed Sensing
    Meng Qingwei
    Ma Zhiqiang
    Feng Kuisheng
    Chen Yifu
    2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2015, : 946 - 951
  • [2] A Simple Sparse Channel Estimation Method for Single-Carrier Frequency Domain Equalization Based on Noise Space
    Zhong, Yuanhong
    Zhou, Yao
    Lei, Qilun
    INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2016, 9 (09): : 231 - 238
  • [3] Pilot cyclic prefixed single carrier communication: Channel estimation and equalization
    Zeng, YH
    Ng, TS
    IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (01) : 56 - 59
  • [4] Compressed sensing based sparse channel estimation method for underwater single carrier block transmission
    Meng, Qing-Wei
    Huang, Jian-Guo
    Han, Jing
    Wang, Gang
    Ma, Chuang
    Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2012, 35 (05): : 14 - 17
  • [5] Single Carrier Frequency Domain Compressed Training Adaptive Equalization
    Yilmaz, Baki Berkay
    Erdogan, Alper Tunga
    2017 FIFTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2017, : 1110 - 1114
  • [6] Frequency domain response estimation of underwater acoustic channel and noise estimation for single-carrier frequency domain equalization
    Zhang Xin
    Zhang Xiao-Ji
    Xing Xiao-Fei
    Jiang Li-Wei
    ACTA PHYSICA SINICA, 2014, 63 (19)
  • [7] Frequency-domain channel estimation and equalization for single carrier underwater acoustic communications
    Zheng, Yahong Rosa
    Xiao, Chengshan
    Yang, T. C.
    Yang, Wen-Bin
    2007 OCEANS, VOLS 1-5, 2007, : 902 - +
  • [8] Blind Channel Estimation for Single Carrier Block Transmission Systems With Frequency Domain Equalization
    Chen, Yi-Sheng
    2008 14TH ASIA-PACIFIC CONFERENCE ON COMMUNICATIONS, (APCC), VOLS 1 AND 2, 2008, : 663 - 667
  • [9] Semiblind Channel Estimation for MIMO Single Carrier With Frequency-Domain Equalization Systems
    Chen, Yi-Sheng
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2010, 59 (01) : 53 - 62
  • [10] Single Carrier Frequency Domain Equalizer with Unique Word Prefix
    Elmagoz, Ugur
    Kus, Yasin
    Kavlak, Mukremin
    Ozen, Ali
    2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,