Analysis of non-coherent CFAR detectors in sea-clutter: A comparison

被引：0

作者：

Terki, Zakia ^{[1
]}

Chebbara, Fouad ^{[1
]}

Mezache, Amar ^{[2
,3
]}

机构：

[1] Univ Kasdi Merbah, Lab Genie Elect, Dept Elect, LAGE, Ouargla, Algeria

[2] Univ Mohamed Boudiaf Msila, Dept Elect, Msila, Algeria

[3] Univ Constantine, Lab SISCOM, Constantine, Algeria

来源：

2020 6TH IEEE CONGRESS ON INFORMATION SCIENCE AND TECHNOLOGY (IEEE CIST'20) | 2020年

关键词：

Radar; Sea-clutter; logt-CFAR; zlog(z)-CFAR; Pareto type II model; Bayesian-CFAR;

D O I：

10.1109/cist49399.2021.9357310

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In radar systems, detection performance is always related to target and clutter models. The probability of detection is shown to be sensitive to the degree of estimation accuracy of clutter levels. In this work, the performances of logt-CFAR, zlog(z)-CFAR and Bayesian-CFAR detectors are investigated using both simulated and real data. The clutter is assumed to be log-normal, Weibull or Pareto type II distributed. The dependence of the false alarm probability is presented. From simulated data, CFAR detectors provide fully CFAR decision rules. From IPIX real data with different range resolutions, it is shown that the Bayesian-CFAR algorithm exhibits a small deviation of the false alarm probability.

引用

页码：401 / 406

页数：6

共 50 条

[21] Performance Analysis of Two CFAR Detectors in Clutter Edge Situation
He You Department of Electronic Engineering
Journal of Systems Engineering and Electronics, 2001, (02) : 44 - 51
[22] CFAR DETECTORS FOR HIGH RESOLUTION RADAR IN NON-GAUSSIAN CLUTTER
唐劲松
朱兆达
蒋兴舟
李江南
Transactions of Nanjing University of Aeronautics and Astronautics, 1998, (02) : 98 - 102
[23] Performance Evaluation of Two Multistatic Radar Detectors on Real and Simulated Sea-Clutter Data
Palama, Riccardo
Rosenberg, Luke
Griffiths, Hugh
2018 INTERNATIONAL CONFERENCE ON RADAR (RADAR), 2018,
[24] CFAR detectors for high resolution radar in non-Gaussian clutter
Tang, JS
Zhu, ZD
PROCEEDINGS OF THE IEEE 1997 AEROSPACE AND ELECTRONICS CONFERENCE - NAECON 1997, VOLS 1 AND 2, 1997, : 1069 - 1073
[25] The Inversion of Sea State Based on the Micro-Doppler Analysis of Sea-Clutter
Nie Lei
Yang Jin
Li Kang-Le
Jiang Wei-dong
Zhuang Zhao-wen
2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 2206 - 2209
[26] Fast Moving Target Detection in Sea Clutter Using Non-Coherent X-Band Radar
Parsa, Armin
2014 IEEE RADAR CONFERENCE, 2014, : 1155 - 1158
[27] Non-coherent Radar Detection Performance in Medium Grazing Angle X-Band Sea Clutter
Rosenberg, Luke
Bocquet, Stephen
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2017, 53 (02) : 669 - 682
[28] Analysis of the KK-distribution with medium grazing angle sea-clutter
Rosenberg, L.
Crisp, D. J.
Stacy, N. J.
IET RADAR SONAR AND NAVIGATION, 2010, 4 (02): : 209 - 222
[29] Analysis and Comparison of Non-coherent and Differential Acquisition Integration Strategies
Zeng, Dandan
Ou, Songlin
Li, Jinhai
Sun, Jinhai
Yan, Yuepeng
Li, Haofeng
CHINA SATELLITE NAVIGATION CONFERENCE (CSNC) 2015 PROCEEDINGS, VOL I, 2015, 340 : 163 - 176
[30] Non-coherent radar CFAR detection based on goodness-of-fit tests
Norouzi, Y.
Gini, F.
Nayebi, M. M.
Greco, M.
IET RADAR SONAR AND NAVIGATION, 2007, 1 (02): : 98 - 105

← 1 2 3 4 5 →