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Approaches of Self Localization in Wireless Sensor Networks and Directions in 3D

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International Journal of Computer Applications
© 2012 by IJCA Journal
Volume 50 - Number 11
Year of Publication: 2012
Authors:
S. B. Kotwal
Shekhar Verma
R. K. Abrol
10.5120/7812-1072

S B Kotwal, Shekhar Verma and R K Abrol. Article: Approaches of Self Localization in Wireless Sensor Networks and Directions in 3D. International Journal of Computer Applications 50(11):1-10, July 2012. Full text available. BibTeX

@article{key:article,
	author = {S. B. Kotwal and Shekhar Verma and R. K. Abrol},
	title = {Article: Approaches of Self Localization in Wireless Sensor Networks and Directions in 3D},
	journal = {International Journal of Computer Applications},
	year = {2012},
	volume = {50},
	number = {11},
	pages = {1-10},
	month = {July},
	note = {Full text available}
}

Abstract

For variety of applications of sensor networks like tracking, monitoring, intrusion detection, geographical routing etc, localization plays a critical role. Any information from a remote node without its location is of less use in most of these applications. For small sized nodes with limited resources and densely distributed nodes, accurate and low cost localization is a critical issue. An efficient localization scheme exploits inherent collaborative nature of nodes in a sensor network to identify the location of nodes. More than 50 localization schemes exist as of now. Contribution of this study is to present various localization schemes based on various measurement techniques and algorithms thereof. Based on factors like accuracy, communication cost and feasibility in three dimensional scenarios is discussion. The comparison of these techniques can serve as direction for future research.

References

  • A. Srinivasan And J. Wu, "A Survey On Secure Localization In Wireless Sensor Networks," Encyclopedia Of Wireless And Mobile Communications, B. Furht (Ed. ), CRC Press, Taylor And Francis Group, 2008.
  • Ammar, W. , Eldawy, A. , And Youssef, M. "Secure Localization In Wireless Sensor Networks: A Survey". In Proceedings Of Corr. 2010.
  • Zhetao Li, Renfa Li, Yehua Wei And Tingrui Pei, "Survey Of Localization Techniques In Wireless Sensor Networks. " Information Technology Journal. 9(2010): 1754-1757.
  • J. Bachrach And C. Taylor. "Localization In Sensor Networks". Handbook Of Sensor Networks: Algorithms And Architectures, 1st Ed. , 1, 2005.
  • Mourad, F. , Snoussi, H. , Abdallah, F. , Richard, C. , "Anchor-Based Localization Via Interval Analysis For Mobile Ad-Hoc Sensor Networks," Signal Processing, IEEE Transactions On , Vol. 57, No. 8, Pp. 3226-3239, Aug. 2009.
  • J. Seybold, "Introduction to RF Propagation", Wiley Interscience, 2005.
  • K. Benkic, M. Malajner, P. Planinsic, And Z. Cucej, "Using RSSI Value For Distance Estimation In Wireless Sensor Networks Based On Zigbee," In Proceedings Of The 15th Conference On Systems, Signals And Image Processing, Pp. 303–306, 2008.
  • S. A. Golden And S. S. Bateman, "Sensor Measurements For Wi-Fi Location With Emphasis On Time-Of-Arrival Ranging", IEEE Trans. Mobile Computing, Vol. 6, P. 1185 , 2007.
  • Weile Zhang, Qinye Yin, Xue Feng; Wenjie Wang, "Distributed TDOA Estimation For Wireless Sensor Networks Based On Frequency-Hopping In Multipath Environment," Vehicular Technology Conference (VTC 2010-Spring), 2010 IEEE 71st , Vol. , No. , Pp. 1-5, 16-19 May 2010.
  • H. Balakrishnan, R. Baliga, D. Curtis, M. Goraczko, A. Miu, N. Priyantha, A. Smith, K. Steele, S. Teller, And K. Wang. "Lessons from Developing And Deploying The Cricket Indoor Location System. Preprint. " November 2003.
  • Klukas, R. , Fattouche, M. , "Line-Of-Sight Angle Of Arrival Estimation In The Outdoor Multipath Environment," Vehicular Technology, IEEE Transactions On , Vol. 47, No. 1, Pp. 342-351, Feb 1998.
  • M. Johnson, P. Van De Ven, M. Healy, And M. J. Hayes, "A Comparative Review Of Wireless Sensor Network Mote Technologies", Proc. IEEE Sensors Conference, Pp 1695-1701, Auckland, New Zealand, November, 2009.
  • Jang-Ping Sheu, Pei-Chun Chen, Chih-Shun Hsu, "A Distributed Localization Scheme For Wireless Sensor Networks With Improved Grid-Scan And Vector-Based Refinement," Mobile Computing, IEEE Transactions On , Vol. 7, No. 9, Pp. 1110-1123, Sept. 2008.
  • Yu, K. , Sharp, I. And Guo, Y. J. , "Anchor-Based Localization For Wireless Sensor Networks, In Ground-Based Wireless Positioning", John Wiley & Sons, Ltd, Chichester, UK, 2009.
  • Bin Xiao, Lin Chen, Qingjun Xiao, Minglu Li, , "Reliable Anchor-Based Sensor Localization In Irregular Areas," Mobile Computing, IEEE Transactions On , Vol. 9, No. 1, Pp. 60-72, Jan. 2010.
  • Priyantha, N. B. , Balakrishnan, H. , Demaine, E. , & Teller, S. "Anchor-Free Distributed Localization In Sensor Networks" (Tech. Rep. No. 892). MIT Laboratory For Computer Science, 2003.
  • Fang, L. , Du, W. , & Ning, P. , "A Beacon-Less Location Discovery Scheme For Wireless Sensor Networks". In Proceedings Of Annual Joint Conference Of The IEEE Computer And Communications Societies (Pp. 161–171), 2005.
  • Samir S. Sahyoun, Seddik M. Djouadi, Hairong Qi, And Anis Drira, "Source Localization Using Stochastic Approximation And Least Squares Methods. " 2nd Mediterranean Conference On Intelligent Systems And Automation (Cisa'09). AIP Conference Proceedings, Volume 1107, Pp. 59-64, 2009.
  • Chen Hongyang, Deng Ping, Xu Yongjun, And Li Xiaowei, "A Robust Location Algorithm With Biased Extended Kalman Filtering Of TDOA Data For Wireless Sensor Networks," IEEE Comput, Pp. 883-886, 2005.
  • D. Nicolescu And B. Nath, "Ad-Hoc Positioning Systems (APS)," In Proceedings Of IEEE GLOBECOM '01, November, 2001.
  • N. Bulusu, J. Heidemann And D. Estrin, "GPS-Less Low Cost Outdoor Localization For Very Small Devices," IEEE Personal Communication Magazine, Newblock Vol. 7, No. 5, October 2000, Pp. 28-34.
  • Hongyang Chen, Pei Huang, Marcelo Martins And Kaoru Sezaki, "Novel Centroid Localization Algorithm For Three-Dimensional Wireless Sensor Networks," In Pro. IEEE Wicom '08. 4th International Conference On Oct, 2008, Pp. 1-4.
  • Ximei Liu, Chao Zhang, Jizhen Hu, , "Adaptive Weights Weighted Centroid Localization Algorithm For Wireless Sensor Networks," Wireless Communications, Networking And Mobile Computing, 2008. 4th International Conference On , Vol. , No. , Pp. 1-4, 12-14 Oct, 2008.
  • T. C. Liang, T. C. Wang, And Y. Ye. "A Gradient Search Method To Round The Semide?nite Programming Relaxation Solution For Ad Hoc Wireless Sensor Network Localization. " In Tech. Rep. , Dept Of Management Science And Engineering, Stanford University, 2004.
  • He T, Huang CD, Blum BM, Stankovic JA, Abdelzaher T. "Range-Free Localization Schemes In Large Scale Sensor Networks. " In: Proc. Of The 9th Annual Int'l Conf. On Mobile Computing And Networking. San Diego: ACM Press, 2003.
  • Ji Zeng Wang, Hongxu Jin, "Improvement On APIT Localization Algorithms For Wireless Sensor Networks," Networks Security, Wireless Communications And Trusted Computing, 2009. International Conference On , Vol. 1, No. , Pp. 719-723, 25-26 April 2009.
  • Liu Yuheng, Pu Junhua, He Yang etc. "Three-dimensional self-localization scheme for wireless sensor networks", Journal of Beijing University of Aeronautics and Astronautics. 2008. 34(6): 647~651.
  • P. D. Tinh And M. Kawai, "Distributed Range-Free Localization Algorithm Based On Self-Organizing Maps," EURASIP Journal On Wireless Communications And Networking, Vol. 2010, 2010.
  • V. Ramadurai And M. L. Sichitiu, "Localization In Wireless Sensor Networks: A Probabilistic Approach", In Proc. International Conference On Wireless Networks, 2003, Pp. 275-281.
  • S. B. Kotwal, S. Verma, Suryansh, Arnav Sharma, G. S. Tomar, "Region Based Collaborative Angle Of Arrival Localization For Wireless Sensor Networks With Maximum Range Information," CICN, International Conference On, Pp. 301-307, 2010.
  • Chulyoung Park, Daeheon Park, Jangwoo Park, Yangsun Lee, Youngeun An, , "Localization Algorithm Design And Implementation To Utilization RSSI And AOA Of Zigbee," Future Information Technology (Futuretech), 2010 5th International Conference On , Vol. , No. , Pp. 1-4, 21-23 May 2010.
  • S. B. Kotwal, Shekhar Verma, G. S. Tomar, R. K. Abrol, "MAIL: Multi-Hop Adaptive Iterative Localization For Wireless Sensor Networks," Cicsyn, Pp. 149-154, 2009 First International Conference On Computational Intelligence, Communication Systems And Networks, 2009.
  • Honglong Chen, Wei Lou, And Zhi Wang, "A Novel Secure Localization Approach In Wireless Sensor Networks," EURASIP Journal On Wireless Communications And Networking, Vol. 2010, Article ID 981280, 12 Pages, 2010.
  • D. Liu, P. Ning, W. Du. "Attack-Resistant Location Estimation In Sensor Networks. " In Proceedings Of The Fourth International Conference On Information Processing In Sensor Networks (IPSN '05), Pages 99-106, April 2005.
  • S. Capkun and J. -P. Hubaux, "Secure positioning of wireless devices with application to sensor networks," in Proceedings of INFOCOM, 2005.
  • S. Capkun and J. P. Hubaux, "Secure positioning in wireless networks", IEEE J. Sel. Areas Commun. , 2006.
  • Lazos, L. , Poovendran, R. , , "HiRLoc: high-resolution robust localization for wireless sensor networks," Selected Areas in Communications, IEEE Journal on , vol. 24, no. 2, pp. 233- 246, Feb. 2006.