降低相位噪声影响BIC-CPM实现复杂度的迭代接收机

N. Noels, M. Moeneclaey, F. Simoens, D. Delaruelle
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引用次数: 1

摘要

研究了同时存在相位噪声(PN)和加性高斯白噪声(AWGN)的位交织编码连续相位调制的迭代检测。所建议的接收器在检测模块和估计模块之间迭代。检测模块根据和积算法和因子图框架,利用估计模块提供的PN估计,在AWGN中进行相干最大后验比特检测。后一个模块是由未知PN样本的最大似然估计的期望最大化算法产生的,它被实现为平滑锁相环,使用检测器提供的软判决。检测和估计过程之间的完全解耦允许使用现成的(相干)位检测器。该技术的进一步特点是计算复杂度非常低,误差性能下降小,开销符号数量少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Iterative receiver with reduced implementation complexity for phase noise affected BIC-CPM
This paper considers iterative detection of bit-interleaved coded continuous phase modulation in the presence of both phase noise (PN) and additive white Gaussian noise (AWGN). The proposed receiver iterates between a detection module and an estimation module. The detection module operates according to the sum-product algorithm and the factor graph framework in order to perform coherent maximum a posteriori bit detection in AWGN, using a PN estimate provided by the estimation module. The latter module, which results from the expectation-maximization algorithm for maximum likelihood estimation of the unknown PN samples, is implemented as a smoothing phase-locked loop that uses soft decisions provided by the detector. The full decoupling between the detection and the estimation processes allows the use of an off-the-shelf (coherent) bit detector. The technique is further characterized by a very low computational complexity, a small error performance degradation and a small number of overhead symbols.
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