Real Time Monitoring System for Automotive Tire Set using an Acoustic Signal

C. J. Chen; L. S. Chao; T. H. Li; C. W. Hsu; S. K. Chiu; C. H. Su; L. H. Huang; S. Y. G. Tai; Y. C. Chuang; C. S. Gong; C. W. Su; F. Y. Su

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Paper

Real Time Monitoring System for Automotive Tire Set using an Acoustic Signal

Topics: Real-time Incident Detection

In Proceedings of the International Conference on Vehicle Technology and Intelligent Transport Systems VEHITS - Volume 1, 168-173, 2016 , Rome, Italy

Authors: C. J. Chen ¹ ; L. S. Chao ¹ ; T. H. Li ² ; C. W. Hsu ² ; S. K. Chiu ² ; C. H. Su ³ ; L. H. Huang ³ ; S. Y. G. Tai ³ ; Y. C. Chuang ⁴ ; C. S. Gong ⁴ ; C. W. Su ⁵ and F. Y. Su ⁵

Affiliations: ¹ National Cheng-Kung University, Taiwan ; ² Chiu Chau Enterprise Co., LTD, Taiwan ; ³ Signal Technology Instrument Inc., Taiwan ; ⁴ Chang Gung University, Taiwan ; ⁵ Chain Young Co., Ltd, Taiwan

Keyword(s): Automotive Tire Set, Oder Tracking Technique, Acoustic Signal.

Abstract: In this research, we present a real time monitoring system for Automotive Tire Set (ATS) using an acoustic signal. Order tracking techniques applied in signal processing module by using the recursive Kalman adaptive filtering algorithm which can be used to exact the order amplitudes of global acoustic signals. The detective system combines a signal processing module and orders amplitude calculated of feature extraction. On the basis of acoustic signal extraction to distinguish between normal and abnormal types can be used to acquire high resolution amplitude of different orders. The diagnostic process is based on recording the drive shaft of tire speed. This system is implemented on the platform of National Instruments (NI) compact-RIO and c-series modules. Instantaneous shaft speed and acoustic signal are respectively detected by means of fiber optical and array microphone. Experimental results were carried out for a practical Mitsubishi Freeca Car to appear obviously the effectiven ess of the proposed system in tracking the ATS orders with high recognition rate. An intelligent prediction integration system with internet (IPII) for ATS was proposed. (More)

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Paper citation in several formats:

Chen, C.; Chao, L.; Li, T.; Hsu, C.; Chiu, S.; Su, C.; Huang, L.; Tai, S.; Chuang, Y.; Gong, C.; Su, C. and Su, F. (2016). Real Time Monitoring System for Automotive Tire Set using an Acoustic Signal. In Proceedings of the International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS; ISBN 978-989-758-185-4; ISSN 2184-495X, SciTePress, pages 168-173. DOI: 10.5220/0005860801680173

@conference{vehits16,
author={C. J. Chen. and L. S. Chao. and T. H. Li. and C. W. Hsu. and S. K. Chiu. and C. H. Su. and L. H. Huang. and S. Y. G. Tai. and Y. C. Chuang. and C. S. Gong. and C. W. Su. and F. Y. Su.},
title={Real Time Monitoring System for Automotive Tire Set using an Acoustic Signal},
booktitle={Proceedings of the International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS},
year={2016},
pages={168-173},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005860801680173},
isbn={978-989-758-185-4},
issn={2184-495X},
}

TY - CONF

JO - Proceedings of the International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS
TI - Real Time Monitoring System for Automotive Tire Set using an Acoustic Signal
SN - 978-989-758-185-4
IS - 2184-495X
AU - Chen, C.
AU - Chao, L.
AU - Li, T.
AU - Hsu, C.
AU - Chiu, S.
AU - Su, C.
AU - Huang, L.
AU - Tai, S.
AU - Chuang, Y.
AU - Gong, C.
AU - Su, C.
AU - Su, F.
PY - 2016
SP - 168
EP - 173
DO - 10.5220/0005860801680173
PB - SciTePress