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/ http://psasir.upm.edu.my/id/eprint/53866/ http://psasir.upm.edu.my/id/eprint/53866/1/Speed%20recognition%20based%20on%20ground%20vehicle%20in%20passive%20forward%20scattering%20radar.pdf

id	upm-53866
recordtype	eprints
spelling	upm-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
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Putra Malaysia
building	UPM Institutional Repository
collection	Online Access
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/ http://psasir.upm.edu.my/id/eprint/53866/ http://psasir.upm.edu.my/id/eprint/53866/1/Speed%20recognition%20based%20on%20ground%20vehicle%20in%20passive%20forward%20scattering%20radar.pdf
first_indexed	2018-09-07T18:25:17Z
last_indexed	2018-09-07T18:25:17Z
_version_	1610974198933487616

Speed recognition based on ground vehicle in passive forward scattering radar

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