基于零互补自相关序列的广义线性系统估计

I. A. Arriaga-Trejo, A. Orozco-Lugo
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引用次数: 1

摘要

本文研究了一类脉冲周期自相关序列和一类零互补周期自相关序列对广义线性系统的辨识问题。给出了适于辨识这类系统的峰平均功率比为幺正的序列的封闭表达式。分析表明,可以根据系统输出和探测序列的二阶统计量估计WL系统的滤波器脉冲响应。通过数值模拟验证了估计误差的方差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Widely Linear System Estimation with Zero Complementary Autocorrelation Sequences
In this paper, the identification of widely linear (WL) systems using sequences with an impulse-like periodic autocorrelation and a zero complementary periodic autocorrelation is addressed. Closed form expressions for sequences with unitary peak to average power ratio (PAPR) suited for the identification of these systems are presented. The analysis shows that the filter impulse responses of the WL system can be estimated from the second order statistics of the system output and the probing sequence. Numerical simulations are provided to verify the variance of the estimation error.
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