ICT2TSK: An improved clustering algorithm for WSN using a type-2 Takagi-Sugeno-Kang Fuzzy Logic System

IEEE Symposium on Wireless Technology and Applications, ISWTA

Volumn , Issue , 2013, Pages 153-158

  Zhang, Feng ^a   Zhang, Qi Ye ^a   Sun, Ze Ming ^a  

^a BEIHANG UNIVERSITY   (China)

Author keywords

Clustering; Type 2 TSK fuzzy logic system; Wireless sensor network

Indexed keywords

ENERGY EFFICIENCY; ENERGY UTILIZATION; LEACHING; NETWORK LAYERS; SENSOR NODES; WIRELESS SENSOR NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

CLUSTER HEAD; CLUSTERING; FUZZY LOGIC SYSTEM; LEACH PROTOCOLS; LIFE SPAN; NETWORK LOAD; TYPE-2 TSKS; WSN (WIRELESS SENSOR NETWORK);

CLUSTERING ALGORITHMS;

EID: 84893426075     PISSN: 23247843     EISSN: 23247851     Source Type: Conference Proceeding    
DOI: 10.1109/ISWTA.2013.6688759     Document Type: Conference Paper

References (21)

1. I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, et al, "a survey on sensor networks", IEEE Communications Magazine, vol. 40, no. 8, pp. 102-114, 2002.
2. W. Heizelman, A. Chandrakasan, H. Balakrishnan, "Energy-efficient communication protocol for wireless microsensor networks", in Proceeding of the 33rd Annual Hawaii Internation Conference on System Sciences (HICSS), Maui, hi, 2000, pp. 3005-3014.
3. W. Heizelman, A. Chandrakasan, and H. Balakrishnan, "An applicationspecific protocol architecture for wireless microsensor networks", IEEE Transactions on Wireless Communication, vol. 1, no. 4, pp. 660-670, 2002. (Pubitemid 44934253)
4. Z. W. Siew, A. Kiring, H. T. Yew, P. Neelakantan, K. T. K. Teo, "Energy efficient clustering algorithm in wireless sensor networks using Fuzzy Logic control", in Humanities, Science and Engineering (CHUSER), 2011, pp. 392-397.
5. Ran, Ge, Huazhong Zhang, and Shulan Gong, "Improving on leach protocol of wireless sensor networks using fuzzy logic", in Journal of Information & Computational Science, 2010, pp. 767-775.
6. S. S. Kumar, M. N. Kumar, and V. S. Sheeba, "Fuzzy logic based energy efficient hierarchical clustering in wireless sensor networks", International Journal of Research and Reviews in Wireless Sensor Networks (IJRRWS-N), vol. 1, no. 4, pp. 53-57, 2011.
7. A. K. Singh, S. Goutele, S. Verma and N. Purohit, "An energy efficient approach for clustering in wsn using fuzzy logic", International Journal of Computer Applications, vol. 44, no. 18, pp. 8-12, 2012.
8. A. Pires, C. Silva, E. Cerqueira, D. Monteiro, and R. Viegas, "cheats: a cluster-head election algorithm for wsn using a Takagi-Sugeno fuzzy system", in Proceeding of IEEE Latin-American Conference on Communications (LATINCOM), 2011, pp. 1-6.
9. C. Li, M. Ye, G. Chen, and J. Wu, "An energy-efficient unequal clustering mechanism for wireless sensor networks", in IEEE International Conference on Mobile Adhoc and Sensor Systems Conference (MAHSS), 2005, pp. 597-604. (Pubitemid 44612327)
10. S. Lee, J. Lee, H. Sin, S. Yoo, S. Lee, J. Lee,... & S. Kim, "An energy-efficient distributed unequal clustering protocol for wireless sensor networks", in World Academy of Science, Engineering and Technology, 2008, pp. 443-447.
11. L. A. Zadeh, "The concept of a linguistic variable and its application to approximate reasoning - i, Information Sciences, vol. 8, pp. 199-249, 1975.
12. N. N. Karnik and J. M. Mendel, "An introduction to type-2 fuzzy logic systems", in Proceeding of IEEE International Conference on Fuzzy Systems (FUZZ), vol. 2, 1998, 915-920.
13. N. N. Karnik, J. M. Mendel and Q. L. Liang, "Type-2 fuzzy logic systems", IEEE Transactions on Fuzzy Systems, vol. 7, no. 6, 1999, 643-658. (Pubitemid 32212156)
14. O. Castillo and P. Melin, Type-2 fuzzy logic: theory and applications, Springer-Verlag Berlin Heidelberg, 2008.
15. J. M. Mendel, Uncertain rule-based fuzzy logic system: introduction and new directions, Prentice Hall ptr, Upper Saddle River, nj, 2001.
16. H. N. Shu, Q. L. Liang and J. Gao, "Wireless sensor network lifetime analysis using interval type-2 fuzzy logic systems", IEEE Transactions on Fuzzy Systems, vol. 16, no. 2, pp. 416-427, 2008. (Pubitemid 351586041)
17. M. Blaho, M. Urban, P. Fodrek and M. Foltin, "Wireless network effect on pi and type-2 fuzzy logic controller", International Journal of Communications vol. 6, no. 1, pp. 18-25, 2012.
18. T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modeling and control", IEEE Transaction on Systems, Man, And Cybernetics, vol. 15, no. 1, pp. 116-132, 1985.
19. M. Sugeno and G. T. Kang, "Structure Identification of Fuzzy Model", Fuzzy Sets and Systems, vol. 28, pp. 15-33, 1988.
20. Q. L. Liang and J. M. Mendel, "An introduction to type-2 tsk fuzzy logic systems", in Proceeding of IEEE International Conference on Fuzzy Systems (FUZZ), vol. 3, 1999, 1534-1539.
21. Q. L. Liang and J. M. Mendel, "Equalization of nonlinear time-varying channels using type-2 fuzzy adaptive filters", IEEE Transactions on Fuzzy Systems, vol. 8, no. 5, pp. 551-563, 2000.