Optimizing Blind Equalization Intelligent Algorithm for Wireless Communication Systems

Li-jun Sun, Chaohui Zhao
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引用次数: 4

Abstract

In digital wireless communications, blind channel equalization technique plays an important role in combating the intersymbol interference (ISI) caused by nonideal channels or multipath propagation. Convergence behaviors and design cost are two major performance evaluative features. In this paper we present a low complexity blind equalization algorithm suitable for wireless communication channels, by exploiting the signed polarity and improving the iteration version of the super-exponential algorithm for the coefficients adaptation. The proposed algorithm both reduce the computation complexity and ensure a fast speed of convergence with an acceptable steady state compared with conventional one. Computer simulation results are presented to confirm our approach.
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无线通信系统盲均衡智能算法优化
在数字无线通信中,盲信道均衡技术在对抗非理想信道或多径传播引起的码间干扰(ISI)方面起着重要作用。收敛行为和设计成本是性能评价的两个主要特征。本文提出了一种适用于无线通信信道的低复杂度盲均衡算法,通过利用符号极性,改进超指数算法的迭代版本进行系数自适应。与传统算法相比,该算法既降低了计算复杂度,又保证了较快的收敛速度和可接受的稳态。计算机仿真结果证实了我们的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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