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Reseach Article

Energy Efficient Object Tracking Technique using Mobile Data Collectors in Wireless Sensor Networks

Published on January 2012 by Virendra Choudhary, K.R Chowdhary
Wireless Communication and Mobile Networks
Foundation of Computer Science USA
WCMN - Number 1
January 2012
Authors: Virendra Choudhary, K.R Chowdhary
891cfe50-74a6-464f-8a3b-5f4838c501f4

Virendra Choudhary, K.R Chowdhary . Energy Efficient Object Tracking Technique using Mobile Data Collectors in Wireless Sensor Networks. Wireless Communication and Mobile Networks. WCMN, 1 (January 2012), 10-15.

@article{
author = { Virendra Choudhary, K.R Chowdhary },
title = { Energy Efficient Object Tracking Technique using Mobile Data Collectors in Wireless Sensor Networks },
journal = { Wireless Communication and Mobile Networks },
issue_date = { January 2012 },
volume = { WCMN },
number = { 1 },
month = { January },
year = { 2012 },
issn = 0975-8887,
pages = { 10-15 },
numpages = 6,
url = { /specialissues/wcmn/number1/5451-1003/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Special Issue Article
%1 Wireless Communication and Mobile Networks
%A Virendra Choudhary
%A K.R Chowdhary
%T Energy Efficient Object Tracking Technique using Mobile Data Collectors in Wireless Sensor Networks
%J Wireless Communication and Mobile Networks
%@ 0975-8887
%V WCMN
%N 1
%P 10-15
%D 2012
%I International Journal of Computer Applications
Abstract

In wireless sensor networks (WSN), one of the important applications is object tracking. WSN is expected to provide the location of the detected object, and the real time location report. The sensors detecting the object need to transmit the sensing data and identification. In this paper, we propose to develop an energy efficient mobile data collector based technique which helps in tracking of an object. Within each cluster, the core sensors are selected based on the estimated signal strength since the nodes closer to the targets having larger measurements have a higher probability of becoming core sensors. The core sensors are used to compute the location of a target based on the locations of the neighboring nodes. These core sensors send this information to the corresponding cluster head, using which the target localization is processed. The position of moving object is detected by object moving algorithm and then collected by the visiting mobile data collectors from the respective cluster heads. By simulation results, we show that the proposed tracking technique is energy efficient with improved packet delivery ratio.

References
  1. Dorottya Vass, Attila Vidacs, “Distributed Data Aggregation with Geographical Routing in Wireless Sensor Networks”, Pervasive Services, IEEE International Conference on July 2007.
  2. Jukka Kohonen, “Data Gathering in Sensor Networks”, Helsinki Institute for Information Technology in Finland, Nov-2004.
  3. Daniele Puccinelli “Reactive Sink Mobility in Wireless Sensor Networks” MobiOpp’07, June 11, 2007.
  4. Athanasios Kinalis, Sotiris Nikoletseas, Dimitra Patroumpa, and Jose Rolim “Biased Sink Mobility with Adaptive Stop Times for Low Latency Data Collection in Sensor Networks”.
  5. Taisoo Park, Daeyoung Kim, Seonghun Jang, Seong-eun Yoo, and Yohhan Lee “Energy Efficient and Seamless Data Collection with Mobile Sinks in Massive Sensor Networks” 2009.
  6. Jin Zheng, Weijia Jia*, and Guojun Wang “Data Management of Mobile Object Tracking Applications in Wireless Sensor Networks” JOURNAL OF COMPUTERS, VOL. 4, NO. 9, SEPTEMBER 2009.
  7. Wang-Rong Chang, Hui-Tang Lin, and Zong-Zhi Cheng “CODA: A Continuous Object Detection and Tracking Algorithm for Wireless Ad Hoc Sensor Networks” IEEE CCNC 2008.
  8. In-Sook Lee, Zhen Fu, WenCheng Yang, Myong-Soon Park “An Efficient Dynamic Clustering Algorithm for Object Tracking in Wireless Sensor Networks” DCDIS 2007.
  9. Jaebok Park, Yoonhwan Park, Seunghae Kim, and Gihwan Cho “An Efficient Mobile Object Tracking Method based on Dynamic Clustering in Sensor Network”.
  10. Jin Zheng, Weijia Jia, and Guojun Wang “Data Management of Mobile Object Tracking Applications in Wireless Sensor Networks” JOURNAL OF COMPUTERS, VOL. 4, NO. 9, SEPTEMBER 2009.
  11. Zhou Sha, Jia-Liang Lu, Xu Li, and Min-You Wu “An Anti-Detection Moving Strategy for Mobile Sink” IEEE Globecom 2010 proceedings.
  12. Liang Xue, Zhixin Liu, and Xinping Guan “Prediction-based protocol for mobile target tracking in wireless sensor networks” Journal of Systems Engineering and Electronics Vol. 22, No. 2, April 2011.
  13. Virendra choudary “Energy Efficient and Reliable Data Gathering Using Mobile Data Collectors in Wireless Sensor Network”.
  14. Network Simulator: www.isi.edu/ns/nsnam
Index Terms

Computer Science
Information Sciences

Keywords

Wireless sensor