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基于自适应步长LMS算法的判决反馈均衡器研究 被引量:4

The Study on Decision Feedback Equalizer Based on LMS Algorithm with Adaptive steps
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摘要 本文研究了一种基于自适应步长LMS算法的自适应判决反馈均衡器算法,此算法通过对前向滤波器、后向滤波器和锁相环参数分别进行实时的、自适应步长的调整,在均衡时变多径的同时高精度地锁定接收信号相位,因此适用于相干通信系统。仿真结果表明在相同多径条件下,该方法比基于固定步长LMS算法的判决反馈均衡器输出误码率低1—7倍。 An adaptive decision-feedback-equalizer algorithm based on adaptive step LMS algorithm is introduced. Using this algorithm, the phase of the received signal can be locked accurately, and the time-varying multi-path channel can be equalized by adjusting the coefficients of feed-forward filter, feedback filter and phase-locked-loop in real time with different adaptive steps. Therefore, it is suitable for coherent communication. Simulation results show that the output BER of the proposed equalizer is 1-7 times lower than that of decision-feedback-equalizer based on fixed step LMS algorithm under the same multi-path condition.
机构地区 北京邮电大学
出处 《电路与系统学报》 CSCD 2003年第3期113-117,共5页 Journal of Circuits and Systems
关键词 判决反馈均衡器 相干通信技术 LMS算法 符号间干扰(ISI) decision feedback equalizer coherent communication LMS algorithm inter-symbol-interference (ISI)
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