Detection and Identification of Concealed Weapons using Matrix Pencil

被引:0
作者
Adve, Raviraj S. [1 ]
Thayaparan, Thayananthan [2 ]
机构
[1] Univ Toronto, Dept Elect & Comp Engn, Toronto, ON, Canada
[2] Def Res & Dev Canada, Radar Applicat & Space Technol Sect, Ottawa, ON, Canada
来源
RADAR SENSOR TECHNOLOGY XV | 2011年 / 8021卷
关键词
Concealed weapons detection; Matrix Pencil; Model-based parameter estimation;
D O I
10.1117/12.887461
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The detection and identification of concealed weapons is an extremely hard problem due to the weak signature of the target buried within the much stronger signal from the human body. This paper furthers the automatic detection and identification of concealed weapons by proposing the use of an effective approach to obtain the resonant frequencies in a measurement. The technique, based on Matrix Pencil, a scheme for model based parameter estimation also provides amplitude information, hence providing a level of confidence in the results. Of specific interest is the fact that Matrix Pencil is based on a singular value decomposition, making the scheme robust against noise.
引用
收藏
页数:14
相关论文
共 50 条
[21]   A structured low-rank matrix pencil for spectral estimation and system identification [J].
Razavilar, J ;
Li, Y ;
Liu, KJR .
SIGNAL PROCESSING, 1998, 65 (03) :363-372
[22]   Quantification of Differential Information Using Matrix Pencil and Its Applications [J].
Bhagat, Snigdha ;
Joshi, Shiv Dutt .
CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2023, 42 (04) :2169-2192
[23]   Quantification of Differential Information Using Matrix Pencil and Its Applications [J].
Snigdha Bhagat ;
Shiv Dutt Joshi .
Circuits, Systems, and Signal Processing, 2023, 42 :2169-2192
[24]   Full polarimetric radar for concealed weapons detection: Experimental determination and simulation of the Huynen target parameters for the human torso [J].
Blackhurst, Eddie ;
Salmon, Neil .
MILLIMETRE WAVE AND TERAHERTZ SENSORS AND TECHNOLOGY XII, 2019, 11164
[25]   MATRIX PENCIL AND SYSTEM POLES [J].
HUA, Y ;
SARKAR, TK .
SIGNAL PROCESSING, 1990, 21 (02) :195-198
[26]   The matrix pencil as a tunable filter [J].
Fricke, S. N. ;
Balcom, B. J. ;
Kaseman, D. C. ;
Augustine, M. P. .
JOURNAL OF MAGNETIC RESONANCE, 2024, 368
[27]   Parameter Identification for Dielectric Response of XLPE Power Cable Based on Matrix Pencil Algorithm [J].
Zhang C. ;
Su S. ;
Xie M. ;
Zhou K. ;
Zhao S. ;
Xie S. .
Gaodianya Jishu/High Voltage Engineering, 2019, 45 (05) :1647-1653
[28]   Equivalence of Matrix Pencil and HTLS Ring-Down Electromechanical Mode Identification Algorithms [J].
Rao, Krishna ;
Shubhanga, K. N. .
IEEE ACCESS, 2023, 11 :146322-146331
[29]   Near-field Source Localization Method using Matrix Pencil [J].
Jung, Tae-Jin ;
Lee, Su-Hyoung ;
Yoon, Kyung Sik ;
Lee, KyunKyung .
JOURNAL OF THE ACOUSTICAL SOCIETY OF KOREA, 2013, 32 (03) :247-251
[30]   Joint TOA/DOA wireless position location using matrix pencil [J].
Bayat, K ;
Adve, RS .
VTC2004-FALL: 2004 IEEE 60TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-7: WIRELESS TECHNOLOGIES FOR GLOBAL SECURITY, 2004, :3535-3539