A new reduced-complexity adaptive PSP-MLSE receiver for GSM/EDGE systems

Zhenhong Li, O. Piirainen, A. Mämmelä
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引用次数: 7

Abstract

A new adaptive reduced-complexity MLSE receiver based on per-survivor processing (PSP-MLSE) and a decision feedback equalizer (DFE) for GSM/EDGE system with 8PSK modulation is proposed. The initial channel impulse response (CIR) is estimated by the LS algorithm with a mid-amble and updated by the LMS algorithm during data transmission. The proposed scheme handles the first part of the sampled CIR by the PSP-MLSE and the rest by the DFE for complexity reduction. Instead of the conventional global DFE (decision per sample), the local DFE (decision per state/survivor) is suggested to reduce error propagation. A good tradeoff between performance and complexity, by retaining the PSP-MLSE for good performance and using the local DFE for intersymbol interference cancellation, is obtained. Computer simulations indicate that the PSP-MLSE with the local DFE is clearly superior to that with the global DFE, especially in severe ISI channels.
一种用于GSM/EDGE系统的新型低复杂度自适应PSP-MLSE接收机
针对8PSK调制的GSM/EDGE系统,提出了一种基于每幸存者处理(PSP-MLSE)和决策反馈均衡器(DFE)的自适应低复杂度MLSE接收机。初始信道脉冲响应(CIR)由LS算法估计,并在数据传输过程中由LMS算法更新。该方案通过PSP-MLSE处理第一部分采样的CIR,其余部分通过DFE处理以降低复杂度。为了减少错误传播,建议采用局部DFE(每个状态/幸存者的决策)取代传统的全局DFE(每个样本的决策)。通过保留PSP-MLSE来获得良好的性能,并使用局部DFE来消除码间干扰,从而在性能和复杂性之间取得了良好的平衡。计算机仿真表明,在严重ISI信道中,采用局部DFE的PSP-MLSE明显优于采用全局DFE的PSP-MLSE。
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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