A Study on Localization in Wireless Sensor Network Using Neural Network
DOI:
https://doi.org/10.51983/ajcst-2018.7.S1.1806Keywords:
Wireless Sensor Network, Localization, Localization Algorithms, Neural NetworksAbstract
Wireless Sensor Network consists of large number of autonomous, small, low cost sensor nodes that are spatially distributed in areas of investigation like disaster management, Military, environmental monitoring etc. The main purpose of using those nodes is to collect information from source and process it in destination. But the data received in the destination are useless unless the exact location of source is not known. The task of finding physical coordinates of these sensor nodes in WSNs area is known as localization. One solution for the above problem is manual configuration of sensor but it is unfeasible if the area of deployment is large or inaccessible. Therefore, we use localization techniques which help to capture the location of nodes in wireless sensor network. This study analyses localization algorithms with their pros and cons.
References
W. Su, Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: A survey," Computer Networks (Elsevier) Journal, vol. 38, no. 4, pp. 393–422, Mar. 2002.
B. Cheng, R. Du, and B. Yang, "An Accurate GPS-based Localization in Wireless Sensor Networks: A GM-WLS Method," International Conference on Parallel Processing Workshops, 2011.
S. N. Radhika and K. V. Chaitra, "RSSI based Localization in WSN," International Journal of Computer Science and Applications, vol. 12, Jan. 2018.
R. Sharma and S. Malhotra, "Approximate Point in Triangulation (APIT) based Localization Algorithm in Wireless Sensor Network," International Journal for Innovative Research in Science & Technology, 2015.
J.-P. and C.-S. Hsu, "A Distributed Location Estimating Algorithm for Wireless Sensor Networks," Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC’06), 2006.
L. B. Choudhary and V. V. Yerigeri, "MDS-MAP Algorithm for Localization," International Journal of Advance Engineering and Research Development, vol. 5, no. 3, Mar. 2018.
M. S. Rahman, Y. Park, and K.-D. Kim, "Localization of Wireless Sensor Network Using Artificial Neural Network," Proc. 9th International Conference on Communications and Information Technologies, 2009.
V. Sonmore, V. Bagal, H. Sachdeva, and T. Choudhari, "Indoor 3D Localization of WSN using Neural network," IRJET, vol. 5, Apr. 2018.
S. Singhal, K. R. Santosh, G. Bharti, and G. Kaushik, "Localization in Wireless Sensor network: An optimistic Approach," IJCSIT, vol. 4, no. 2, pp. 224–226, 2013.
A. Shareef, Y. Zhu, and M. Musavi, "Localization Using Neural Networks in Wireless Sensor Networks," Mobilware’08, Feb 12-15, 2008.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2018 The Research Publication
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
