Blind adaptive channel equalization based on affine projection algorithm

被引:0
作者
Jiang, Yu-Zhong [1 ]
Zhang, Shu-Xia [1 ]
Yuan, Liang [2 ]
机构
[1] Naval Univ Engn, Coll Informat & Elect Engn, Wuhan 430033, Hubei, Peoples R China
[2] Coll Naval Command, JiangSu 210007, Nanjing, Peoples R China
来源
IEEE 2007 INTERNATIONAL SYMPOSIUM ON MICROWAVE, ANTENNA, PROPAGATION AND EMC TECHNOLOGIES FOR WIRELESS COMMUNICATIONS, VOLS I AND II | 2007年
关键词
blind channel equalization; affine projection algorithm; constant modulus algorithm; Lagrange method;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this Letter, we address a novel constant modulus algorithm (CMA) based on affine projection algorithm (APA) for blind equalization transmission channel of QPSK systems to deal with inter symbol interference (ISI). Our algorithm is more rapidly convergence, tracking properties and slightly improved steady-state equalization performance than the same category algorithms such as LMS-CMA and NLMS-CMA, and computationally more efficient with similar convergence compared with least squares algorithm (LS-CMA). Simulation results are presented to compare our APA-CMA algorithm with the blind NLMS-CMA and LS-CMA schemes.
引用
收藏
页码:1076 / +
页数:2
相关论文
共 11 条
  • [1] AGEE BG, 1998, IEEE J SEL AREA COMM, V16, P1451
  • [2] Gay S. L., 2000, Acoustic Signal Processing for Telecommunication
  • [3] GAY SL, 1995, P IEEE INT C AC SPEE, V5, P3023
  • [4] Blind fractionally spaced equalization of noisy FIR channels: Direct and adaptive solutions
    Giannakis, GB
    Halford, SD
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (09) : 2277 - 2292
  • [5] Goodwin G C., 1984, ADAPTIVE FILTERING P
  • [6] Haykin SS., 2008, ADAPTIVE FILTER THEO
  • [7] Blind adaptive multiuser detection based on affine projection algorithm
    Li, J
    Zhang, XD
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (10) : 673 - 676
  • [8] Ozeki K., 1984, Electronics and Communications in Japan, V67, P19
  • [9] Convergence behavior of affine projection algorithms
    Sankaran, SG
    Beex, AA
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2000, 48 (04) : 1086 - 1096
  • [10] Mean-square performance of a family of affine projection algorithms
    Shin, HC
    Sayed, AH
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (01) : 90 - 102