BROAD-BAND DETECTION BASED ON 2-DIMENSIONAL MIXED AUTOREGRESSIVE MODELS

被引：12

作者：

KAY, SM ^{[1
]}

NAGESHA, V ^{[1
]}

SALISBURY, J ^{[1
]}

机构：

[1] ENGN TECHNOL CTR,NEWPORT,RI 02841

来源：

IEEE TRANSACTIONS ON SIGNAL PROCESSING | 1993年 / 41卷 / 07期

关键词：

D O I：

10.1109/78.224250

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：

Two new detectors are described to detect a broadband plane wave in a colored noise field using a line array. The signal spectrum and arrival angle as well as the noise field coloration are not known a priori. Using a two-dimensional mixed autoregressive model, a generalized likelihood ratio test and its weak-signal equivalent, the Rao test, are derived. The performances of the proposed detectors are shown by computer simulations to be superior to conventional Fourier-based methods. Finally, the detection results based on real data are presented.

引用

页码：2413 / 2428

页数：16

共 17 条

[1] ANDERSON TW, 1971, STATISTICAL ANAL TIM
[2] [Anonymous], 1988, MODERN SPECTRAL ESTI
[3] BAGGENSTOSS P, 1990, THESIIS U RHODE ISLA
[4] Chatterjee C, 1987, IEEE T, P328
[5] FRANCOS J, 1990, APR P IEEE INT C AC, P2695
[6] STATISTICAL-ANALYSIS BASED ON A CERTAIN MULTIVARIATE COMPLEX GAUSSIAN DISTRIBUTION (AN INTRODUCTION)
GOODMAN, NR
[J]. ANNALS OF MATHEMATICAL STATISTICS, 1963, 34 (01): : 152 - &
[7] KAY S, 1989, IEEE T ACOUSTICS MAY, P627
[8] KAY S, 1991, MAY P IEEE INT C AC, P3137
[9] KAY SM, 1990, J ACOUST SOC AM, P1603
[10] KENDALL MG, 1977, ADV THEORY STATISTIC, V2

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