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

页码：225 / +

页数：2

共 50 条

[21] A MULTIPLE INSTANCE LEARNING APPROACH FOR LANDMINE DETECTION USING GROUND PENETRATING RADAR
Karem, Andrew
Frigui, Hichem
2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2011, : 878 - 881
[22] Numerical Modelling and Neural Networks for Landmine Detection Using Ground Penetrating Radar
Giannakis, Iraklis
Giannopoulos, Antonios
Warren, Craig
Davidson, Nigel
2015 8TH INTERNATIONAL WORKSHOP ON ADVANCED GROUND PENETRATING RADAR (IWAGPR), 2015,
[23] Detection and classification of landmine targets in ground penetrating radar images
Mudigonda, NR
Kacelenga, R
Palmer, D
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS VII, PTS 1 AND 2, 2002, 4742 : 390 - 400
[24] Landmine signatures in ground penetrating radar
Marble, JA
Wilcox, D
Mersereau, R
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS VI, PTS 1 AND 2, 2001, 4394 : 720 - 729
[25] Image processing of ground penetrating radar data for landmine detection
Long, Kathryn
Liatsis, Panos
Davidson, Nigel
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS XI, PTS 1 AND 2, 2006, 6217
[26] Antenna Design Considerations for Ground Penetrating Radar Landmine Detection
Daniels, David J.
van Verre, Wouter
Podd, Frank
Peyton, Anthony J.
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2022, 70 (06) : 4273 - 4286
[27] Ground Response Tracking For Improved Landmine Detection In Ground Penetrating Radar Data
Torrione, Peter
Collins, Leslie
2006 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, 2006, : 153 - 156
[28] Comparative analysis of clutter suppression techniques for landmine detection using ground penetrating radar
Yoldemir, Ahmet Burak
Gurcan, Ridvan
Kaplan, Gulay Buyukaksoy
Sezgin, Mehmet
DETECTION AND SENSING OF MINES, EXPLOSIVE OBJECTS, AND OBSCURED TARGETS XVI, 2011, 8017
[29] Evaluating some factors that affect feasility of using ground penetrating radar for landmine detection
Metwaly, Mohamed
Ismail, Ahmed
Matsushima, Jun
APPLIED GEOPHYSICS, 2008, 4 (03) : 221 - 230
[30] Landmine detection with ground penetrating radar using fuzzy K-nearest neighbors
Frigui, H
Gader, P
Satyanarayana, K
2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 2004, : 1745 - 1749

← 1 2 3 4 5 →