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Moving vehicle recognition and classification based on time domain approach

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Bibliographic Details
Main Authors: Paulraj, Murugesa Pandiyan, Prof. Dr., Abd Hamid, Adom, Prof. Dr., Sathishkumar, Sundararaj, Norasmadi, Abdul Rahim
Other Authors: paul@unimap.edu.my
Format: Article
Language:English
Published: Elsevier Ltd 2013
Subjects:
Differentially hearing ability enabled (DHAE)
Acoustic sound signature
Autoregressive model
Probabilistic neural network (PNN)
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/27385
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spelling my.unimap-273852013-08-05T02:29:10Z Moving vehicle recognition and classification based on time domain approach Paulraj, Murugesa Pandiyan, Prof. Dr. Abd Hamid, Adom, Prof. Dr. Sathishkumar, Sundararaj Norasmadi, Abdul Rahim paul@unimap.edu.my norasmadi@unimap.edu.my Differentially hearing ability enabled (DHAE) Acoustic sound signature Autoregressive model Probabilistic neural network (PNN) Link to publisher's homepage at http://www.elsevier.com/ Differentially Hearing Ability Enabled (DHAE) community cannot discriminate the sound information from a moving vehicle approaching from their behind. This research work is mainly focused on recognition of different vehicles and its position using noise emanated from the vehicle A simple experimental protocol has been designed to record the sound signal emanated from the moving vehicle under different environment conditions and also at different vehicle speed Autoregressive modeling algorithm is used for the analysis to extract the features from the recorded vehicle noise signal. Probabilistic neural network (PNN) models are developed to classify the vehicle type and its distance. The effectiveness of the network is validated through stimulation. 2013-08-05T02:29:10Z 2013-08-05T02:29:10Z 2013 Article Procedia Engineering, 2013, vol. 53, pages 405–410 1877-7058 http://www.sciencedirect.com/science/article/pii/S1877705813001720 http://hdl.handle.net/123456789/27385 en Elsevier Ltd
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Differentially hearing ability enabled (DHAE)
Acoustic sound signature
Autoregressive model
Probabilistic neural network (PNN)
spellingShingle Differentially hearing ability enabled (DHAE)
Acoustic sound signature
Autoregressive model
Probabilistic neural network (PNN)
Paulraj, Murugesa Pandiyan, Prof. Dr.
Abd Hamid, Adom, Prof. Dr.
Sathishkumar, Sundararaj
Norasmadi, Abdul Rahim
Moving vehicle recognition and classification based on time domain approach
description Link to publisher's homepage at http://www.elsevier.com/
author2 paul@unimap.edu.my
author_facet paul@unimap.edu.my
Paulraj, Murugesa Pandiyan, Prof. Dr.
Abd Hamid, Adom, Prof. Dr.
Sathishkumar, Sundararaj
Norasmadi, Abdul Rahim
format Article
author Paulraj, Murugesa Pandiyan, Prof. Dr.
Abd Hamid, Adom, Prof. Dr.
Sathishkumar, Sundararaj
Norasmadi, Abdul Rahim
author_sort Paulraj, Murugesa Pandiyan, Prof. Dr.
title Moving vehicle recognition and classification based on time domain approach
title_short Moving vehicle recognition and classification based on time domain approach
title_full Moving vehicle recognition and classification based on time domain approach
title_fullStr Moving vehicle recognition and classification based on time domain approach
title_full_unstemmed Moving vehicle recognition and classification based on time domain approach
title_sort moving vehicle recognition and classification based on time domain approach
publisher Elsevier Ltd
publishDate 2013
url http://dspace.unimap.edu.my/xmlui/handle/123456789/27385
_version_ 1643795050551836672
score 13.214268

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