通信系统的改进迭代决策反馈均衡

G. Oletu, P. Rapajic
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引用次数: 1

摘要

最近引入了许多降低涡轮均衡复杂性的方法,其中MAP均衡被次优、低复杂性的方法所取代。本文研究了在码间干扰信道中使用高电平调制时,传统决策反馈算法的低效率。我们使用来自SISO信道解码器的先验信息和先前迭代的先验检测数据来估计数据,以最小化错误传播。通过假设先验信息的统计模型,结合均衡器输出,验证了8相移键控、16相移键控和64正交调幅算法的有效性。仿真结果表明,当采用更高电平调制时,所提出的低复杂度DFE算法比传统的DFE算法有很大的提高。结果表明,在更高电平调制下,经过7次迭代后,改进的DEF比传统DEF增益1.6dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modified Iterative Decision Feedback Equalization for Communication Systems
A number of reduced-complexity methods for turbo equalization have recently been introduced in which MAP equalization is replaced with sub optimal, low complexity approaches. In this paper, we investigate the inefficiency of the conventional decision feedback algorithm when higher-level modulation is used in Inter Symbol Interference channels. We estimates the data using the apriori information from the SISO channel decoder and also the a priori detected data from previous iteration to minimize error propagation. The proposed algorithm for 8-phase shift keying, 16-phase shift keying and 64 quadrature amplitude modulation was verified by assuming a statistical model for the a priori information combined with equalizer output to improve the interference cancellation. The simulation results show that the proposed low complexity DFE algorithm improves considerable compared to the conventional DFE when higher-level modulation are used. It was shown that at higher level modulation, the modified DEF has 1.6dB gain over the conventional DEF after seven iterations.
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