Stochastic Model Based Radar Waveform Design for Weapon Detection
We consider signature exploitation based waveform design for detection of weapons with a single-antenna monostatic radar. In order to account for the target signature variation with orientation and aspect angle, we model the target impulse response as a random process. For a weapon target, we show t...
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| Published in | IEEE transactions on aerospace and electronic systems Vol. 48; no. 2; pp. 1815 - 1826 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
New York
IEEE
01.04.2012
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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| Abstract | We consider signature exploitation based waveform design for detection of weapons with a single-antenna monostatic radar. In order to account for the target signature variation with orientation and aspect angle, we model the target impulse response as a random process. For a weapon target, we show that the stochastic model based waveform significantly outperforms the commonly used chirp waveform in terms of the signal-to-clutter-and-noise ratio (SCNR) at the output of the receive filter, leading to an enhanced detection performance. |
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| AbstractList | We consider signature exploitation based waveform design for detection of weapons with a single-antenna monostatic radar. In order to account for the target signature variation with orientation and aspect angle, we model the target impulse response as a random process. For a weapon target, we show that the stochastic model based waveform significantly outperforms the commonly used chirp waveform in terms of the signal-to-clutter-and-noise ratio (SCNR) at the output of the receive filter, leading to an enhanced detection performance. |
| Author | Ahmad, F. Amin, M. G. |
| Author_xml | – sequence: 1 givenname: F. surname: Ahmad fullname: Ahmad, F. organization: Villanova Univ., Villanova, PA, USA – sequence: 2 givenname: M. G. surname: Amin fullname: Amin, M. G. organization: Villanova Univ., Villanova, PA, USA |
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| Cites_doi | 10.1109/18.825822 10.1007/BF02088899 10.1109/TGRS.2010.2042298 10.1109/TGRS.2008.916212 10.1016/j.jfranklin.2008.01.002 10.1049/ip-rsn:20010324 10.1109/22.942570 10.1109/TAES.2011.5751234 10.1109/TGRS.2008.2010773 10.1109/TSP.2009.2021632 10.1109/JSTSP.2009.2035865 10.1109/ICNSC.2007.372819 |
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| Copyright | Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2012 |
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| References | ref13 ref12 ref14 ref11 ref10 dogaru (ref8) 0 amin (ref5) 2009; 47 amin (ref4) 2010 ref2 ref1 gjessing (ref9) 1986 ahmad (ref15) 2010 ref16 ref19 ref18 ref7 ref6 hoorfar (ref17) 2010 kruger (ref3) 0 |
| References_xml | – ident: ref19 doi: 10.1109/18.825822 – year: 1986 ident: ref9 publication-title: Target Adaptive Matched Illumination RADAR Principles and Applications (lEE Electromagnetic Waves Series 22) contributor: fullname: gjessing – volume: 47 start-page: 1270 year: 2009 ident: ref5 publication-title: IEEE Transactions on Geoscience and Remote Sensing (special issue on remote sensing of the building interior) contributor: fullname: amin – year: 0 ident: ref8 article-title: Through-the-wall small weapon detection based on polarimetric radar techniques publication-title: Army Research Laboratory Tech Rep ARL-TR-5041 contributor: fullname: dogaru – ident: ref1 doi: 10.1007/BF02088899 – year: 0 ident: ref3 article-title: Transparent urban structures enabling capability program. Office of Naval Research contributor: fullname: kruger – ident: ref11 doi: 10.1109/TGRS.2010.2042298 – ident: ref18 doi: 10.1109/TGRS.2008.916212 – ident: ref16 doi: 10.1016/j.jfranklin.2008.01.002 – ident: ref10 doi: 10.1049/ip-rsn:20010324 – ident: ref6 doi: 10.1109/22.942570 – ident: ref13 doi: 10.1109/TAES.2011.5751234 – ident: ref7 doi: 10.1109/TGRS.2008.2010773 – ident: ref14 doi: 10.1109/TSP.2009.2021632 – ident: ref12 doi: 10.1109/JSTSP.2009.2035865 – year: 2010 ident: ref4 publication-title: Through-the-Wall Radar Imaging contributor: fullname: amin – year: 2010 ident: ref17 article-title: Multilayer wall parameter estimation and mitigation techniques in through-wall imaging radar publication-title: Proceedings of the IEEE Antennas and Propagation Society International Symposium and URSI Radio Science Meeting contributor: fullname: hoorfar – year: 2010 ident: ref15 article-title: Maximin robust radar waveform design for detection of weapons publication-title: Proceedings of the 18th European Signal Processing Conference contributor: fullname: ahmad – ident: ref2 doi: 10.1109/ICNSC.2007.372819 |
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| Snippet | We consider signature exploitation based waveform design for detection of weapons with a single-antenna monostatic radar. In order to account for the target... |
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| SubjectTerms | Air traffic control Clutter Design engineering Impulse response Noise Radar Radar detection Radar imaging Signatures Stochastic processes Stochasticity Waveforms Weapons |
| Title | Stochastic Model Based Radar Waveform Design for Weapon Detection |
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