
Asian Journal of Computer Science and Technology (AJCST)
A Study on Localization in Wireless Sensor Network Using Neural Network
Author : K. Madhumathi and T. SureshVolume 7 No.1 Special Issue:November 2018 pp 50-53
Abstract
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.
Keywords
Wireless Sensor Network, Localization, Localization Algorithms, Neural Networks
References
[1] Akyildiz W. Su, Y. Sankarasubra maniam, and E. Cayirci, “Wireless sensor networks: A survey,” Computer Networks (Elsevier) Journal, Vol. 38, No. 4, pp. 393–422, Mar. 2002.
[2] Bo Cheng, Rong Du, and Bo Yang, “An Accurate GPS-based Localization in Wireless Sensor Networks: A GM-WLS Method,” International Conference on Parallel Processing Workshops, 2011.
[3] S. N Radhika, and K. V. Chaitra, “RSSI based Localization in WSN” International journal of Computer science and Applications, Vol. 12, Jan. 2018
[4] Rakhi Sharma and Sona Malhotra, “Approximate Point in Triangulation (APIT) based Localization Algorithm in Wireless Sensor Network” International Journal for Innovative Research in Science & Technology, 2015
[5] Jang-Ping, and Chih-Shun 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
[6] Lalita Baburao Choudhary, and V.V. Yerigeri “MDS- MAP Algorithm for Localization”, International Journal of Advance Engineering and Research Development, Vol. 5, No. 3, Mar 2018
[7] Mohammad Shaifur Rahman, Youngil Park, and Ki-Doo Kim, “Localization of Wireless sensor Network Using Artificial Neural Network,” Proc. 9th International Conference on Communications and Information Technologies, 2009
[8] Vikram Sonmore, Vaibhav Bagal,Himanshu Sachdeva, and Tanmay Choudhari, “Indoor 3D Localization of WSN using Neural network”, IRJET Vol. 5, Apr 2018.
[9] Swat Singhal, K. R.Santosh. Bharti, and Garuma Kaushik, “Localization in Wireless Sensor network: An optimistic Approach”, IJCSIT, Vol. 4, No. 2, pp. 224 –226, 2013
[10] Ali Shareef, Yifeng Zhu, and Mohamad Musavi, “Localization Using Neural Networks in Wireless Sensor Networks” Mobilware’08, Feb 12-15, 2008.