联合相位噪声估计与源检测

B. A. Kaleli, H. Şenol, E. Panayirci
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引用次数: 0

摘要

对信号波形相位的快速时变和随机干扰效应称为相位噪声。本文研究了用期望最大化算法对连续值信息源输出进行联合检测和相位噪声估计的问题。为了估计相位噪声,通过利用导频符号的三次插值确定初始相位噪声值。对该算法进行了计算机仿真,并给出了每次迭代时源检测器和相位噪声估计器的平均均方误差(MSE) -信噪比(SNR)性能。给出了不同信噪比下相位噪声估计器的平均MSE -导频间隔性能曲线。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint phase noise estimation and source detection
Rapidly time-varying and random disturbing effects on the phase of a signal waveform are known as phase noise. In this paper, we consider the problem of joint detection of continuous-valued information source output and estimation of a phase noise by using expectation maximization (EM) algorithm. In order to estimate phase noise, initial phase noise values are determined by cubic interpolation that utilizes pilot symbols. Computer simulations are performed for the proposed algorithm and the average mean square error (MSE) — signal to noise ratio (SNR) performance of source detector and phase noise estimator is presented for each iteration of the algorithm. Moreover, average MSE — pilot spacing performance curves of phase noise estimator are given for various SNR values.
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