Basis expansion models and diversity techniques for blind identification and equalization of time-varying channels

被引:432
作者
Giannakis, GB [1 ]
Tepedelenlioglu, C [1 ]
机构
[1] Univ Virginia, Dept Elect Engn, Charlottesville, VA 22903 USA
基金
美国国家科学基金会;
关键词
adaptive equalizers; diversity methods; Doppler effect; fading channels; identification; least mean square methods; mobile communication; time-varying channels;
D O I
10.1109/5.720248
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
The time-varying impulse response of rapidly fading mobile communication channels is expanded over a basis of complex exponentials that ai ise due to Doppler effects encountered with multipath propagation. Blind methods are reviewed for estimating the bases' parameters and the model orders. Existing second-order methods are critiqued and novel algorithms are developed for blind identification, dir ect, zero-forcing equalization and minimum mean square error (MMSE) equalization by combining channel diversity with temporal (fractional sampling) and/or spatial diversity which becomes available with multiple receivers. Illustrative simulations are also presented.
引用
收藏
页码:1969 / 1986
页数:18
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