ON PARTICLE FILTERS FOR LANDMINE DETECTION USING IMPULSE GROUND PENETRATING RADAR

被引：4

作者：

Ng, William ^{[1
]}

Chan, Thomas C. T. ^{[1
]}

So, H. C. ^{[1
]}

Ho, K. C. ^{[2
]}

机构：

[1] City Univ Hong Kong, Hong Kong, Hong Kong, Peoples R China

[2] Univ Missouri, Columbia, MO 65211 USA

来源：

2008 IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP | 2008年

关键词：

D O I：

10.1109/SAM.2008.4606860

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：

In this paper, we present an online stochastic approach for landmine detection based on ground penetrating radar (GPR) signals using sequential Monte Carlo (SMC) methods. Since the existence of true landmines is unknown and random, we propose to use the reversible jump Markov chain Monte Carlo (RJMCMC) in association with the SMC methods to jointly detect and localize landmines in the light of observations. Computer simulations on real GPR measurements demonstate the robust and consistent performance of the proposed method.

引用

下载

页码：225 / +

页数：2

共 50 条

[1] Ground penetrating impulse radar for landmine detection
Yarovoy, AG
van Genderen, P
Ligthart, LP
GPR 2000: PROCEEDINGS OF THE EIGHTH INTERNATIONAL CONFERENCE ON GROUND PENETRATING RADAR, 2000, 4084 : 856 - 860
[2] Signal Processing Techniques for Landmine Detection Using Impulse Ground Penetrating Radar
Zoubir, Abdelhak M.
Chant, Ian James
Brown, Christopher L.
Barkat, Braham
Abeynayake, Canicious
IEEE SENSORS JOURNAL, 2002, 2 (01) : 41 - 51
[3] Observations on syntactic landmine detection using impulse ground-penetrating radar
Dept. of Electrical and Computer Engineering, George Mason University, Fairfax, VA 22030, United States
Proc SPIE Int Soc Opt Eng, 1600,
[4] Observations on Syntactic Landmine Detection using Impulse Ground-Penetrating Radar
Nasif, Ahmed O.
Hintz, Kenneth J.
DETECTION AND SENSING OF MINES, EXPLOSIVE OBJECTS, AND OBSCURED TARGETS XVI, 2011, 8017
[5] Landmine detection using a ground penetrating radar
Uschkerat, U
FREQUENZ, 2002, 56 (11-12) : 258 - 263
[6] Particle Filtering Based Approach for Landmine Detection Using Ground Penetrating Radar
Ng, William
Chan, Thomas C. T.
So, H. C.
Ho, K. C.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2008, 46 (11): : 3739 - 3755
[7] Algorithms for landmine detection using the NIITEK ground penetrating radar
Collins, LM
Torrione, P
Munshi, V
Throckmorton, CS
Zhu, Q
Clodfelter, F
Frasier, S
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS VII, PTS 1 AND 2, 2002, 4742 : 709 - 718
[8] MULTIPLE LANDMINE DETECTION ALGORITHM USING GROUND PENETRATING RADAR
Park, Suncheol
Kim, Kangwook
Ko, Kwang Hee
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 3190 - 3193
[9] Signal Processing for Landmine Detection Using Ground Penetrating Radar
Giannakis, Iraklis
Xu, Shengzhi
Aubry, Pascal
Yarovoy, Alexander
Sala, Jacopo
2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 7442 - 7445
[10] Landmine detection using forward-looking ground penetrating radar
Sun, YJ
Li, J
Detection and Remediation Technologies for Mines and Minelike Targets X, Pts 1 and 2, 2005, 5794 : 1089 - 1097

← 1 2 3 4 5 →