Super-Exponential Iterative Blind Equalization Algorithm Based on Orthogonal Wavelet Packet Transform

被引:0
|
作者
Yang Chao [1 ]
Guo Ye-cai [1 ]
Zhu Jie [1 ]
机构
[1] Anhui Univ Sci & Technol, Coll Elect Engn & Informat, Huainan 232001, Peoples R China
来源
ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS | 2008年
关键词
blind equalization; underwater acoustic channels; orthogonal wavelet packet transform; SEI; convergence rate;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In order to overcome the slow convergence rate and large mean square error (MSE) of Constant Modulus Algorithm (CMA), an equalizer and its output are expressed by a family of orthogonal wavelet packet functions. Then, a Super-Exponential Iterative Blind Equalization Algorithm Based on Orthogonal Wavelet Packet Transform (WPT-SEI) is proposed, via the analyzing of the futures of wavelet packet transform and Super-Exponential Iterative algorithm (SEI). The convergence rate of the proposed algorithm can be improved via full using the de-correlation ability of orthogonal wavelet packet transform and the whiten ability of SEI. And the computational complexity increases a litter for the fast wavelet packet transform. The efficiency of the proposed algorithm is proved by computer simulation in underwater acoustic channels.
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页码:1831 / 1834
页数:4
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