摘要
在移动通信系统中,由于衰落和多普勒效应,为了实现基于Viterbi算法的极大似然序列估计(MLSE),需要不断跟踪信道参数变化.本文首先提出了一种新的基于插值的信道估计方法ICP(Interpolating channel processing),并给出了该方法的两种实现形式,同已有的一些算法的比较结果表明:新方法具有更小的计算复杂度,误码率更低.同时,本文对如何降低Viterbi算法(VA)的计算复杂度也作了探讨.通过采用自适应减小计算复杂度的算法(ATA),本文提出的ICP算法具有更优的性能.
Abstract
In mobile communication system,a continuous channel estimation and tracing method is needed to implement the Viterbi algorithm of MLSE because of fading and Doppler effect.In this paper,we propose a novel MLSE receiver based on interpolating channel processing (ICP).To reduce the computational complexity of VA,we use an effective method named-adaptive threshold algorithm (ATA).A comparison in performance and computational cost is given with two other reference algorithms:Per-survivor Processing and Minimum Survivor Processing.
关键词
Viterbi算法 /
快速衰落信道 /
极大似然序列估计 /
多普勒效应 /
信道跟踪
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Key words
Viterbi algorithm /
fast fading channel /
MLSE /
Doppler effect /
channel estimation
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宋 梁;胡 波;凌燮亭.
基于快衰落信道的一种新型自适应MLSE接收器[J]. 电子学报, 2002, 30(5): 723-726.
SONG Liang;HU Bo;LING Xie-ting.
Adaptive MLSE Receiver in Fast Fading Channel[J]. Acta Electronica Sinica, 2002, 30(5): 723-726.
中图分类号:
TN911.25
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