NDLI: Railway track breakage detection method using vibration estimating sensor network: A novel approach

Content Provider	IEEE Xplore Digital Library
Author	Sharma, K. Maheshwari, S. Solanki, R. Khanna, V.
Copyright Year	2014
Description	Author affiliation: Dept. of Comput. Eng., GWEC Ajmer, Ajmer, India (Sharma, K.; Maheshwari, S.) \|\| Dept. of Comput. Eng., Rajasthan Coll. of Eng. for Women, Jaipur, India (Solanki, R.; Khanna, V.)
Abstract	Railway track security is prime concern of railways. Very few approaches have been implemented concerning the track breakage detection. In this paper we are proposing an algorithm for deployment of vibration sensors on the track and simulating communication among the sensors in real time. We also suggest a method to regularly update train engine about the track's status and exact location of the track breakage. Communication takes place on a full duplex channel from sensors to sink and from sink to train. Multi-hop routing strategy has been used for which sender and receivers are sensors, trains and sink. The forwarding nodes are poles which have no sensor need, they are equipped only with transceivers. Certain advantages of the proposed method are: very few message parameters to maintain real time requirements in the decision making with highly consistent decision in comparison to previous approaches. Node has the minimum processing and decision making needs, so cost of nodes will be very less. Decision making is done separately for left and right track making the sensing more sensitive. No preprocessing on the data is done and exact output with precise coordinates, no fuzzy estimation. Aggregation in the proposed method is deterministic which gives exact location of crack whereas in complex fuzzy based approaches approximate location is identified so there is no guarantee for real time success.
Starting Page	2355
Ending Page	2362
File Size	1117314
Page Count	8
File Format	PDF
ISBN	9781479930784
e-ISBN	9781479930807
DOI	10.1109/ICACCI.2014.6968518
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-09-24
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	WSN Vibration sensors Decision making Maintenance engineering Track breakage Rail transportation Security Multilevel routing Monitoring Equations Railway track
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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