Robust antenna array processing using M-estimators of pseudo-covariance

被引：42

作者：

Ollila, E ^{[1
]}

Koivunen, V ^{[1
]}

机构：

[1] Helsinki Univ Technol, Signal Proc Lab, FIN-02015 Espoo, Finland

来源：

PIMRC 2003: 14TH IEEE 2003 INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS PROCEEDINGS, VOLS 1-3 2003 | 2003年

关键词：

D O I：

10.1109/PIMRC.2003.1259213

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper addresses the problem of antenna array processing in non-Gaussian noise and interference conditions. Such conditions arise due to man-made interference in indoor and outdoor mobile communication channels as well as in military communications. In this paper M-estimators of the array (pseudo-)covariance matrix based upon complex data set are introduced. Estimates of the noise and signal subspaces based on M-estimators are then used to robustify the subspace direction of arrival (DOA) estimation methods. In addition, eigenvalues based on Al-estimators are used in MDL criterion, thus yielding a robust signal detection method. The reliable performance of the proposed methods are shown by simulations.

引用

页码：2659 / 2663

页数：5

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