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Paper Abstract and Keywords
Presentation 2020-01-31 09:25
Initial Evaluation of a Compressive Measurement-Based Acoustic Vehicle Detection and Identification System
Billy Dawton, Shigemi Ishida, Yuki Hori, Masato Uchino, Yutaka Arakawa, Akira Fukuda (Kyushu Univ.) SeMI2019-116
Abstract (in Japanese) (See Japanese page) 
(in English) As society becomes increasingly interconnected, the need for sophisticated signal processing and data analysis techniques becomes increasingly apparent, particularly in the field of Intelligent Transportation Systems (ITS) where various sensing applications generate data at an exponential rate. In this paper, we put a forward a compressive sensing-based system to extract information from passing vehicle sounds sampled at sub-Nyquist rates for Acoustic Vehicle Detection and Identification (AVDI) applications. The obtained compressive measurements are used to detect and identify passing vehicles. Initial evaluation is performed using data obtained from roads on a university campus and with a back-end ADC sample rate of 3kHz.
Keyword (in Japanese) (See Japanese page) 
(in English) Intelligent Transportation Systems (ITS) / Acoustic Vehicle Detection / Compressive Sensing (CS) / Feature Extraction / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 406, SeMI2019-116, pp. 69-74, Jan. 2020.
Paper # SeMI2019-116 
Date of Issue 2020-01-23 (SeMI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee SeMI  
Conference Date 2020-01-30 - 2020-01-31 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SeMI 
Conference Code 2020-01-SeMI 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Initial Evaluation of a Compressive Measurement-Based Acoustic Vehicle Detection and Identification System 
Sub Title (in English)  
Keyword(1) Intelligent Transportation Systems (ITS)  
Keyword(2) Acoustic Vehicle Detection  
Keyword(3) Compressive Sensing (CS)  
Keyword(4) Feature Extraction  
1st Author's Name Billy Dawton  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Shigemi Ishida  
2nd Author's Affiliation Kyushu University (Kyushu Univ.)
3rd Author's Name Yuki Hori  
3rd Author's Affiliation Kyushu University (Kyushu Univ.)
4th Author's Name Masato Uchino  
4th Author's Affiliation Kyushu University (Kyushu Univ.)
5th Author's Name Yutaka Arakawa  
5th Author's Affiliation Kyushu University (Kyushu Univ.)
6th Author's Name Akira Fukuda  
6th Author's Affiliation Kyushu University (Kyushu Univ.)
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Date Time 2020-01-31 09:25:00 
Presentation Time 25 
Registration for SeMI 
Paper # IEICE-SeMI2019-116 
Volume (vol) IEICE-119 
Number (no) no.406 
Page pp.69-74 
#Pages IEICE-6 
Date of Issue IEICE-SeMI-2020-01-23 

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