非常模量信号中DSE-MMA和QE-MMA自适应均衡算法的性能比较

Seung-Gag Lim, S. Ryoo
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引用次数: 0

摘要

本文比较了DSE-MMA(抖动签名误差MMA)和QE-MMA(量化误差MMA)的附加均衡性能,简化了目前使用的MMA算法的计算操作。DSE-MMA考虑了乘乘部分误差信号的极性,可以利用抖动信号提高对噪声的抗扰性。在QE-MMA中,为了便于H/W的实现,在进行非线性2次幂量化运算后,利用误差信号的极性。在相同信道环境下,对算法的输出信号星座性能、残差isi和最大失真、收敛特性的MSE、对外部噪声的鲁棒性的SER进行了比较和评价。计算机仿真结果表明,与DSE-MMA相比,QE-MMA在星座、残差、最大失真、均方差等方面具有更好的性能。在SER中,由于抖动信号,DSE-MMA比QE-MMA具有更强的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Performance Comparison of DSE-MMA and QE-MMA Adaptive Equalization Algorithm in Nonconstant Modulus Signal
This paper compare the adative equalization performance of the DSE-MMA (Dithered Signed-Error MMA) and QE-MMA (Quantized-Error MMA) which has a simplifies the computational operation of currently used MMA algorithm. The DSE-MMA possible to improve the rubustness to noise by using the dithered signal consider the polarity of error signal in the multiplication part. In QE-MMA, it use the polarity of error signal after performing the nonlinear power-of-two quantizing operation for easiness of H/W implementation. The same channel environment was applied, and it’s performance of the output signal constellation, the residual isi and maximum distortion and MSE that means the convergence characteristics, the SER that means the robustness of external noise of algorithm were compared and evaluated. As a result of computer simulation, the QE-MMA has more good in constellation, residual isi, maximum distortion, MSE performanc than DSE-MMA. In SER, the DSE-MMA has more robust due to dither signal than QE-MMA.
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