多电平信号FFE和DFE均衡化联合优化的解析方法

IF 1 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
N. Dikhaminjia, M. Tsiklauri, Z. Kiguradze, Jiayi He, A. Chada, B. Mutnury, J. Drewniak
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引用次数: 1

摘要

摘要信道均衡是恢复失真信号并相应降低误码率的有效方法。不同类型的均衡,如前馈均衡(FFE)和判决反馈均衡(DFE),可以消除信道效应并恢复信道响应。FFE和DFE的抽头系数的单独优化并不能给出最佳结果。在这种情况下,分别找到FFE和DFE抽头系数,并且它们不协作。因此,最终均衡结果不是全局最优的。本文介绍了一种求FFE和DFE联合均衡最佳抽头系数的新的分析方法。所提出的方法可以用于NRZ和PAM4信号。该方法的思想是将FFE和DFE抽头系数组合到一个优化问题中,并允许它们协作并得出全局最优解。所提出的联合优化方法快速、易于实现、高效。该方法已经在几个测量通道上进行了测试,并对结果进行了分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analytical method for joint optimization of FFE and DFE equalizations for multi-level signals
Abstract Channel equalization is the efficient method for recovering distorted signal and correspondingly reducing bit error rate (BER). Different type of equalizations, like feed forward equalization (FFE) and decision feedback equalization (DFE) are canceling channel effect and recovering channel response. Separate optimization of tap coefficients for FFE and DFE does not give optimal result. In this case FFE and DFE tap coefficients are found separately and they are not collaborating. Therefore, the final equalization result is not global optimal. In the present paper new analytical method for finding best tap coefficients for FFE and DFE joint equalization is introduced. The proposed method can be used for both NRZ and PAM4 signals. The idea of the methodology is to combine FFE and DFE tap coefficients into one optimization problem and allow them to collaborate and lead to the global optimal solution. The proposed joint optimization method is fast, easy to implement and efficient. The method has been tested for several measured channels and the analysis of the results are discussed.
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来源期刊
Journal of Electrical Engineering-elektrotechnicky Casopis
Journal of Electrical Engineering-elektrotechnicky Casopis 工程技术-工程:电子与电气
CiteScore
1.70
自引率
12.50%
发文量
40
审稿时长
6-12 weeks
期刊介绍: The joint publication of the Slovak University of Technology, Faculty of Electrical Engineering and Information Technology, and of the Slovak Academy of Sciences, Institute of Electrical Engineering, is a wide-scope journal published bimonthly and comprising. -Automation and Control- Computer Engineering- Electronics and Microelectronics- Electro-physics and Electromagnetism- Material Science- Measurement and Metrology- Power Engineering and Energy Conversion- Signal Processing and Telecommunications
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