Polarimetric coherent adaptive detection against compound-Gaussian clutter

被引：0

作者：

Lombardo, P. ^{[1
]}

Pastina, D. ^{[1
]}

Corsale, E. ^{[1
]}

机构：

[1] Univ of Rome 'La Sapienza', Rome, Italy

来源：

IEEE National Radar Conference - Proceedings | 1999年

关键词：

Communication channels (information theory) - Computer simulation - Detectors - Electromagnetic wave polarization - Mathematical models - Matrix algebra - Numerical analysis - Probability density function - Radar clutter - Signal detection - Signal theory - Vectors;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

This paper aims at the derivation of a polarimetric coherent adaptive scheme to detect a radar target against a non-Gaussian background. A Generalized Likelihood Ratio Test (GLRT) detector is derived, that is able to exploit the polarimetric characteristics of the received radar echoes to improve the detection performance. The proposed polarimetric detector is shown to have Constant False Alarm Rate (CFAR) when operating against Compound-Gaussian clutter with unknown parameters. Its performance is fully characterized by both theoretical analysis and simulation. Moreover, the application to recorded radar data demonstrates the performance improvement achievable in practice.

引用

页码：304 / 308

共 50 条

[11] ADAPTIVE DETECTION IN COMPOUND-GAUSSIAN CLUTTER WITH INVERSE GAUSSIAN TEXTURE
Chen, Sijia
Kong, Lingjiang
Yang, Jianyu
PROGRESS IN ELECTROMAGNETICS RESEARCH M, 2013, 28 : 157 - 167
[12] Adaptive Detection of Radar Targets in Compound-Gaussian Clutter
Sangston, K. James
Gini, Fulvio
Greco, Maria S.
2015 IEEE INTERNATIONAL RADAR CONFERENCE (RADARCON), 2015, : 587 - 592
[13] Coherent Radar Detection in Compound-Gaussian Clutter: Clairvoyant Detectors
Sangston, K. James
Farina, Alfonso
IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 2016, 31 (11) : 42 - 63
[14] Coherent detection based on texture structure in compound-Gaussian clutter
Shi S.
Shui P.
Liu M.
Shi, Sainan (snshi@stu.xidian.edu.cn), 1969, Science Press (38): : 1969 - 1976
[15] Adaptive polarimetric detection of range spread targets in heavy-tailed compound-Gaussian clutter
Zhao, Y. (hrbzyn@163.com), 1600, Harbin Institute of Technology (46):
[16] Distributed target detection with polarimetric MIMO radar in compound-Gaussian clutter
Cui, Guolong
Kong, Lingjiang
Yang, Xiaobo
Yang, Jianyu
DIGITAL SIGNAL PROCESSING, 2012, 22 (03) : 430 - 438
[17] Adaptive Signal Detection in Compound-Gaussian Clutter with Inverse Gaussian Texture
Gao, Y. C.
Liao, G. S.
Zhu, S. Q.
2013 14TH INTERNATIONAL RADAR SYMPOSIUM (IRS), VOLS 1 AND 2, 2013, : 935 - 940
[18] Persymmetric Adaptive Detection of Subspace Signals in Compound-Gaussian Clutter
Zhang, Yangzhong
Zhang, Yu
Tang, Bo
2016 CIE INTERNATIONAL CONFERENCE ON RADAR (RADAR), 2016,
[19] MIMO Radar Detection and Adaptive Design in Compound-Gaussian Clutter
Akcakaya, Murat
Nehorai, Arye
2010 IEEE RADAR CONFERENCE, 2010, : 236 - 241
[20] Adaptive Detection in Compound-Gaussian Clutter with Partially Correlated Texture
Chen, Sijia
Kong, Lingjiang
Yang, Jianyu
2013 IEEE RADAR CONFERENCE (RADAR), 2013,

← 1 2 3 4 5 →