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Speed recognition based on ground vehicle in passive forward scattering radar

The merging of noise reduction and reshaped of the signal in time domain is headed to newfangled clustering methods. After a deep investigation on pre-processing the detection of ground vehicle using passive forward scattering radar (PFSR), principal component analysis (PCA) could be used as spectra...

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Main Authors: Abdul Aziz, Noor Hafizah, Raja Abdullah, Raja Syamsul Azmir
Format: Article
Language:English
Published: Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka 2016
Online Access:http://psasir.upm.edu.my/id/eprint/53866/1/Speed%20recognition%20based%20on%20ground%20vehicle%20in%20passive%20forward%20scattering%20radar.pdf
http://psasir.upm.edu.my/id/eprint/53866/
http://journal.utem.edu.my/index.php/jtec/article/view/1018
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spelling my.upm.eprints.538662018-02-15T07:15:38Z http://psasir.upm.edu.my/id/eprint/53866/ Speed recognition based on ground vehicle in passive forward scattering radar Abdul Aziz, Noor Hafizah Raja Abdullah, Raja Syamsul Azmir The merging of noise reduction and reshaped of the signal in time domain is headed to newfangled clustering methods. After a deep investigation on pre-processing the detection of ground vehicle using passive forward scattering radar (PFSR), principal component analysis (PCA) could be used as spectral signature for target’s speed recognition. The clustering-based PCA able to distinguish the target’s rapidity from the passive forward scattering radar receiver. A small five door hatchback vehicle is used for detection as ground vehicle with several speed and various distance from the passive forward scattering radar receiver. The distance give impact to the clustering-based PCA which is closer vehicle to the passive forward scattering radar offers finer variance of training data in speed recognition. Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka 2016 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/53866/1/Speed%20recognition%20based%20on%20ground%20vehicle%20in%20passive%20forward%20scattering%20radar.pdf Abdul Aziz, Noor Hafizah and Raja Abdullah, Raja Syamsul Azmir (2016) Speed recognition based on ground vehicle in passive forward scattering radar. Journal of Telecommunication, Electronic and Computer Engineering, 8 (3). pp. 133-137. ISSN 2180-1843; ESSN: 2289-8131 http://journal.utem.edu.my/index.php/jtec/article/view/1018
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description The merging of noise reduction and reshaped of the signal in time domain is headed to newfangled clustering methods. After a deep investigation on pre-processing the detection of ground vehicle using passive forward scattering radar (PFSR), principal component analysis (PCA) could be used as spectral signature for target’s speed recognition. The clustering-based PCA able to distinguish the target’s rapidity from the passive forward scattering radar receiver. A small five door hatchback vehicle is used for detection as ground vehicle with several speed and various distance from the passive forward scattering radar receiver. The distance give impact to the clustering-based PCA which is closer vehicle to the passive forward scattering radar offers finer variance of training data in speed recognition.
format Article
author Abdul Aziz, Noor Hafizah
Raja Abdullah, Raja Syamsul Azmir
spellingShingle Abdul Aziz, Noor Hafizah
Raja Abdullah, Raja Syamsul Azmir
Speed recognition based on ground vehicle in passive forward scattering radar
author_facet Abdul Aziz, Noor Hafizah
Raja Abdullah, Raja Syamsul Azmir
author_sort Abdul Aziz, Noor Hafizah
title Speed recognition based on ground vehicle in passive forward scattering radar
title_short Speed recognition based on ground vehicle in passive forward scattering radar
title_full Speed recognition based on ground vehicle in passive forward scattering radar
title_fullStr Speed recognition based on ground vehicle in passive forward scattering radar
title_full_unstemmed Speed recognition based on ground vehicle in passive forward scattering radar
title_sort speed recognition based on ground vehicle in passive forward scattering radar
publisher Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka
publishDate 2016
url http://psasir.upm.edu.my/id/eprint/53866/1/Speed%20recognition%20based%20on%20ground%20vehicle%20in%20passive%20forward%20scattering%20radar.pdf
http://psasir.upm.edu.my/id/eprint/53866/
http://journal.utem.edu.my/index.php/jtec/article/view/1018
_version_ 1643835508585922560
score 13.211869

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