A comprehensive approach to DOA estimation using higher-order statistics

被引：0
作者：
Zhenghao Shi
Frederick W. Fairman
机构：
[1] Northern Telecom,Wireless Communications
[2] Queen's University,Department of Electrical and Computer Engineering
来源：
Circuits, Systems and Signal Processing | 1998年 / 17卷
关键词：
Computer Simulation; Computer Simulation Study; Receive Signal; Gaussian Noise; Signal Model;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
The algorithms developed in this paper rely on cumulants, or higher-order statistics, to eliminate Gaussian noise. A simple relation between the signal model parameters and the cumulant matrices computed from the received signals forms the basis for the development of these algorithms. The block Hankel structure of matrices formed from the cumulant matrices enables the directions of arrival (DOAs) to be estimated using the well-known MUSIC and ESPRIT approaches to DOA estimation. The effectiveness of the methods proposed here is demonstrated by the results of extensive computer simulation studies.
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页码：539 / 557
页数：18
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