A Fuzzy Logic Based Channel Estimation in Walsh-Hadamard Transform Employed OFDM Systems

A. Ozen, B. Soysal, L. Kay
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Abstract

Performances of channel estimation and carrier frequency offset (CFO) tracking algorithms for a Walsh Hadamard transform employed OFDM systems are investigated for frequency selective Rayleigh fading channels in this paper. Since the channel estimation and CFO tracking performance of the simple least mean squares (LMS) is found to be poorer, a fuzzy based step-size controller is employed to increase speed and accuracy of LMS training. The simulation results show that the proposed method increases the performance of the LMS algorithm significantly and converges to the performances of the RLS algorithm.
基于模糊逻辑的OFDM系统Walsh-Hadamard变换信道估计
研究了采用OFDM系统的Walsh Hadamard变换在频率选择性瑞利衰落信道中的信道估计和载波频偏跟踪算法的性能。针对简单最小均方(LMS)的信道估计和CFO跟踪性能较差的问题,采用基于模糊步长控制器来提高LMS训练的速度和精度。仿真结果表明,该方法显著提高了LMS算法的性能,并收敛于RLS算法的性能。
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