SEARCH WITHIN CONTENT
VOLUME 7 , ISSUE 5 (December 2014) > List of articles
Special issue ICST 2014
Citation Information : International Journal on Smart Sensing and Intelligent Systems. Volume 7, Issue 5, Pages 1-8, DOI: https://doi.org/10.21307/ijssis-2019-022
License : (CC BY-NC-ND 4.0)
Published Online: 15-February-2020
Clustering, an energy efficient approach is used in Wireless Sensor Network. Clustering involves cluster formation and Cluster Head Selection. As the Cluster Head is involved in carrying out the entire communication, a high energy node has to be selected as Cluster Head. In this paper, a novel predictive Fuzzy based Cluster Head selection algorithm is proposed. The proposal suggests a new input parameter, Rate of recurrent Communication apart from the standard parameters namely the Residual Power of Sensor Nodes, Degree of Neighboring Nodes, Distance between the Node and Base Station, Sensor Node Movement. In this approach, the fuzzy logic evaluates the Cluster Head Selection Probability which is based on the node’s previous communication history to decide the Cluster Head. The proposed algorithm is implemented using Matlab. The simulation results show that the proposed Cluster Head Selection technique is superior to other proposals.
 Akyildiz I. F, Su. W, Sankarasubramaniam. Y, Cayirci. E,”Wireless Sensor Networks: A Survey”, Computer Networks, 2002,vol. 38, no. 4, pp. 393–442.
 Akyildiz I. F and Kasimoglu I. H, “Wireless Sensor and Actor Networks: Research Challenges”, Ad Hoc Networks, 2004, vol. 2, no. 4, pp. 351– 367.
 Al-Karaki J. N, Kamal A. E, “Routing Techniques in Wireless Sensor Networks: A Survey”, IEEE Wireless Communication, 2004, vol. 11, no. 6, pp. 6–28.
 Anitha. V. S, Sebastian. M. P,”A Connected Dominating Set-based Weighted Clustering Algorithm for Wireless Sensor Networks”, IEEE International Conference on Wireless Communications, Networking and Information Security (WCNIS), 2010.
 Young-Long Chen, Wei-Hsiang Huang, ”Fuzzy Logical Control with Taguchi Method for Cluster Heads Election in Wireless Sensor Networks”, IEEE International Symposium on Computer, Consumer and Control, 2012.
 Han Zhang, Liang Li, Xin-fang Yan, Xiang Li,”A Load-balancing Clustering Algorithm of WSN for Data Gathering”, IEEE 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011.
 Ashutosh Kumar Singh A , N. Purohit A and Varma S.A, “Fuzzy Logic based Clustering in Wireless Sensor Networks: A Survey”, International Journal of Electronics, 2012, Vol. 100,Issue 1, pp.126-141.
 Jin Shyan Lee, Wei-Liang Cheng,”Fuzzy-Logic-Based Clustering Approach for Wireless Sensor Networks Using Energy Predication”, IEEE Sensors Journal, 2012, Vol. 12, No. 9.
 Dharma P. Agrawa, Ratnabali Biswa, Aditya Gupta, Neha Jain, Anindo Mukherjee, Sandhya Sekhar,”Wireless Sensor Networks (WSNs): Routing”, Encyclopedia of Wireless and Mobile Communications, 2008, pp: 1534-1544.
 Yan Gu, Yucheng Shao, Han Han, Tong Yi,”A Clustering Routing Algorithm of WSN based on Uneven Nodes Deployment”, IEEE International Conference on Wireless Communications and Signal Processing (WCSP), 2011.
 Nurhayati, S. Lindsey, C. Raghavendra, K. M. Sivalingam,” Data Gathering Algorithms in Sensor Networks Using Energy Metrics”, IEEE Transactions on Parallel and Distributed Systems, 2002, vol. 13, no. 9, pp.924-935.
 Wang. Y, Yang. TL T and Zhang.D,”An energy efficient and Balance Hierarchical Unequal Clustering Algorithm for Large Scale Wireless Sensor Networks”, Information Technology Journal 8(1): 2009, 28-38.
 Anno. J, Barolli. L, Xhafa. F, Durresi. A,”A Cluster Head Selection Method for Wireless Sensor Networks Based on Fuzzy Logic”, Proc. of IEEE TENCON-2007, 2007, pp, 4 pages.
 Anno. J, Barolli. L, Durresi.A, Xhafa. F, and A. Koyama,”’A Cluster Head Decision System for Sensor Networks Using Fuzzy Logic and Number of Neighbor Nodes”, Proc. of IEEE, 2008, Ubi-media 2008, pp. 50–56.
 Hironori Ando, Qi Wang, Leonard Barolli, Elis Kulla, Arjan Durresi, Fatos Xhafa,”A Fuzzy-based Cluster-Head Selection System for WSNs Considering Sensor Node Movement”, IEEE Third International Conference on Intelligent Networking and Collaborative Systems, 2011.
 Qi Wang , Hironori Ando, Elis Kulla, Leonard Barolli, and Arjan Durresi,”A Fuzzy-based Cluster-Head Selection System for WSNs Considering Different Parameters”, 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2012.
 Sang Hyuk Lee, Soobin Lee, Heecheol Song, and Hwang Soo Lee, “Gradual Cluster Head Election for High Network Connectivity in Large-Scale Sensor Networks”, IEEE 13th International Conference on Advanced Communication Technology (ICACT), 2011.
 Giordano. S, Rosenberg. C,”Topics in Ad Hoc and Sensor Networks”, IEEE Communication Magazine, 2006, vol. 44, no. 4, pp. 97–97.