Blind compensation of nonlinear distortion for bandlimited signals

被引:39
作者
Dogançay, K [1 ]
机构
[1] Univ S Australia, Sch Elect & Informat Engn, Mawson Lakes, SA 5095, Australia
来源
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS | 2005年 / 52卷 / 09期
关键词
blind identification; communication system nonlinearities; least squares; discrete cosine transform; nonlinear systems; nonlinear compensation; pth-order inverse; power series; recursive least squares;
D O I
10.1109/TCSI.2005.852936
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
Nonlinear distortion of bandlimited signals results in spectral spreading. This paper develops a blind nonlinear compensation method for bandlimited signals by suppressing the spectral content of the distorted signal above the original signal bandwidth by means of adaptive nonlinear filtering. The nonlinear compensator is constructed using a power series filter with adaptive coefficients. The adaptive coefficients are identified blindly by applying a least-squares criterion to the out-of-band spectral content of the nonlinear compensator output. The extraction of the out-of-band signal is efficiently performed by the discrete cosine transform. The effectiveness of the blind nonlinear compensation method is demonstrated by way of simulation examples involving periodic, colored noise, and bandlimited speech signals.
引用
收藏
页码:1872 / 1882
页数:11
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