Abstract
Lifetime enhancement has always been a crucial issue in the field of wireless sensor networks (WSNs). In the recent past, a number of issues related to WSNs have been addressed through fuzzy-based algorithms. Fuzzy-based algorithms have shown their potential in data fusion, clustering, and energy-efficient routing. In this survey, we have presented the performances of type-2 fuzzy-based algorithms for solving the various issues of WSNs.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Li, Y., Ding, L., Liu, F.: The improvement of LEACH protocol in WSN. In: International Conference on Computer Science and Network Technology (ICCSNT 2011), vol. 2, pp. 1345–1348, 24–26 Dec 2011
Alkesh, A.; Singh, A.K., Purohit, N.: A moving base station strategy using fuzzy logic for lifetime enhancement in wireless sensor network. Communication Systems and Network Technologies (CSNT) (2011)
Gupta, I., Riordan, D., Sampalli, SW.: Cluster-head election using fuzzy logic for wireless sensor networks. In: Proceedings of the 3rd Annual Communication Networks and Services Research Conference, pp. 255–260, 16–18 May 2005
Chong, C.Y., Kumar, S.P.: Sensor networks: Evolution, opportunities, and challenges. Proc. IEEE 91, 1247–1256 (2003)
Mendel, M.: Fuzzy logic systems for engineering: A tutorial. Proc. IEEE 83, 345–377 (1995)
Mendel, J.M., John, R.I., Liu, F.: Interval type-2 fuzzy logic systems made simple. IEEE Trans. Fuzzy Syst. 14(6), 808–821 (2006). doi:10.1109/TFUZZ.2006.879986
Shu, H., Liang, Q., Gao, J.: Wireless sensor network lifetime analysis using interval type-2 fuzzy logic systems. IEEE Trans. Fuzzy Syst. 16(2), 416–427 (2008)
Liang, Q., Mendel, J.M.: Interval type-2 fuzzy logic systems: Theory and design. IEEE Trans Fuzzy Syst. 8(5), 535–550 (2000). doi:10.1109/91.873577
Ya-jing, Z., Yi, J., Liu, D.: Summary of the optimal computation of type-2 fuzzy logic system. In: Proceedings of International Conference on Systems and Informatics (ICSAI 2012), pp. 749–753
Liang, Q., Wang, L.: Sensed signal strength forecasting for wireless sensors using interval type-2 fuzzy logic system. In: 14th IEEE International Conference on Fuzzy Systems (FUZZ ’05), pp. 25–30, 22–25 May 2005
Own, C.M.: On the type-2 fuzzy thresholding protocol for event-driven wireless sensor networks. In: IEEE International Conference on Fuzzy Systems (FUZZ 2011), pp. 352–355, 27–30 June 2011
Blaho, M., Urban, M., Fodrek, P., Foltin, M.: Wireless network effect on PI and type-2 fuzzy logic controller. Proc. Int. J. Commun. 6, 18–25 (2012)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer India
About this paper
Cite this paper
Sharma, M., Singh, A.K. (2014). Analysis of Type-2 Fuzzy Systems for WSN: A Survey. In: Mohapatra, D.P., Patnaik, S. (eds) Intelligent Computing, Networking, and Informatics. Advances in Intelligent Systems and Computing, vol 243. Springer, New Delhi. https://doi.org/10.1007/978-81-322-1665-0_114
Download citation
DOI: https://doi.org/10.1007/978-81-322-1665-0_114
Publisher Name: Springer, New Delhi
Print ISBN: 978-81-322-1664-3
Online ISBN: 978-81-322-1665-0
eBook Packages: EngineeringEngineering (R0)