首页> 外文会议>European Signal Processing Conference(EUSIPCO 2004) vol.1; 20040906-10; Vienna(AT) >AN EFFICIENT LOW COMPLEXITY CLUSTERING-BASED MLSE EQUALIZER FOR FREQUENCY-SELECTIVE FADING CHANNELS
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AN EFFICIENT LOW COMPLEXITY CLUSTERING-BASED MLSE EQUALIZER FOR FREQUENCY-SELECTIVE FADING CHANNELS

机译:一种基于低复杂度聚类的MLSE均衡器,用于频率选择衰落通道

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Recently, a sequence equalizer, the 1-D CBSE equalizer, which belongs to the family of Cluster-Based Sequence Equalizers and achieves the Maximum Likelihood solution to the equalization problem, was reported. The 1 -D CBSE does not require the explicit estimation of the channel impulse response. Instead, it utilizes the estimates of the cluster centers formed by the received observations. In this paper, a novel cluster tracking scheme is presented which allows the application of the 1-D CBSE in time-varying transmission environments. Although the proposed equalizer exhibits similar performance with that of the classic MLSE-LMS equalizer, the overall required computational load is dramatically reduced. This is achieved because the new method provides the means for an efficient exploitation of the symmetries underlying the signaling scheme.
机译:最近,报道了一种序列均衡器,即一维CBSE均衡器,它属于基于簇的序列均衡器家族,并实现了针对均衡问题的最大似然解。一维CBSE不需要显式估计信道冲激响应。取而代之的是,它利用接收到的观测结果形成的聚类中心的估计值。在本文中,提出了一种新颖的集群跟踪方案,该方案允许将一维CBSE应用在时变传输环境中。尽管建议的均衡器表现出与经典MLSE-LMS均衡器相似的性能,但总体所需的计算量却大大降低了。之所以能够做到这一点,是因为新方法为有效利用信令方案下的对称性提供了手段。

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