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Demand-Aware Opportunistic Spectrum Access: A Game-Theoretic Learning Approach Read chapter Read first chapter

2019 | OriginalPaper | Chapter

A Genetic Fuzzy Tree Based Moving Strategy for a Group of Nodes in Heterogeneous WSN

Authors : Xiaofeng Yu, Xiaoxu Liu, Jie Ren, Jing Liang

Published in: Communications, Signal Processing, and Systems

Publisher: Springer Singapore

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Abstract

This paper introduces a novel moving strategy for a group of nodes in heterogeneous wireless sensor networks to improve the performance of target tracking. It employs a two-layer fuzzy tree system (FTS) constructed by two fuzzy inference systems (FISs) to decide which group of nodes move and how they move. The first FIS gives a score to each node and selects the group of moving nodes. The second FIS then controls the moving distance of the moving nodes. The Pittsburgh genetic algorithm is used to optimize the whole rule base and data base of the FTS. Simulation results show that the tracking accuracy can be improved after moving of the selected nodes.

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Literature
1.
Perillo, M., Cheng, Z., Heinzelman, W.: An analysis of strategies for mitigating the sensor network hot spot problem. In: The Second Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services, MobiQuitous 2005, pp. 474–478. IEEE (2005)
2.
Luo, J., Hubaux, J.P.: Joint mobility and routing for lifetime elongation in wireless sensor networks. In: INFOCOM 2005, 24th Annual Joint Conference of the IEEE Computer and Communications Societies, Proceedings IEEE, vol. 3, pp. 1735–1746. IEEE (2005)
3.
Ghosh, A., Das, S.K.: Coverage and connectivity issues in wireless sensor networks: a survey. Pervasive Mobile Comput. 4(3), 303–334 (2008)
4.
Dong, Q., Dargie, W., et al.: A survey on mobility and mobility-aware MAC protocols in wireless sensor networks. IEEE Commun. Surv. Tutorials 15(1), 88–100 (2013)
5.
Pantazis, N.A., Nikolidakis, S.A., Vergados, D.D.: Energy-efficient routing protocols in wireless sensor networks: a survey. IEEE Commun. Surv. Tutorials 15(2), 551–591 (2013)
6.
Khan, A.W., Abdullah, A.H., Anisi, M.H., Bangash, J.I.: A comprehensive study of data collection schemes using mobile sinks in wireless sensor networks. Sensors 14(2), 2510–2548 (2014)
7.
Han, G., Jiang, J., Zhang, C., Duong, T.Q., Guizani, M., Karagiannidis, G.K.: A survey on mobile anchor node assisted localization in wireless sensor networks. IEEE Commun. Surv. Tutorials 18(3), 2220–2243 (2016)
8.
Lu, G., Manson, G., Belis, D.: Mobility modeling in mobile ad hoc networks with environment-aware. J. Netw. 1(1), 54–63 (2006)
9.
Gunasekaran, S., Nagarajan, N.: A new group mobility model for mobile adhoc network based on unified relationship matrix. WTOC 7(2), 58–67 (2008)
10.
Mo, H.S., Park, S., Lee, J., Park, H., Kim, S.H.: Pipe-based energy efficient data dissemination scheme for mobile sink groups on WSNs. In: 2011 IEEE Global Telecommunications Conference (GLOBECOM 2011), pp. 1–6. IEEE (2011)
11.
Chen, M., Gonzalez, S., Zhang, Y., Leung, V.C.: Multi-agent itinerary planning for wireless sensor networks. In: International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, pp. 584–597. Springer (2009)
12.
Wang, X., Chen, M., Kwon, T., Chao, H.C.: Multiple mobile agents’ itinerary planning in wireless sensor networks: survey and evaluation. IET Commun. 5(12), 1769–1776 (2011)
13.
Ernest, N., Cohen, K., Kivelevitch, E., Schumacher, C., Casbeer, D.: Genetic fuzzy trees and their application towards autonomous training and control of a squadron of unmanned combat aerial vehicles. Unmanned Syst. 3(03), 185–204 (2015)
14.
Barker, S., Sabo, C., Cohen, K., Lafountain, C.: Intelligent algorithms for maze exploration and exploitation. In: Infotech@ Aerospace 2011, p. 1510 (2011)
15.
Bulusu, N., Heidemann, J., Estrin, D.: GPS-less low-cost outdoor localization for very small devices. IEEE Pers. Commun. 7(5), 28–34 (2000)
Metadata
Title
A Genetic Fuzzy Tree Based Moving Strategy for a Group of Nodes in Heterogeneous WSN
Authors
Xiaofeng Yu
Xiaoxu Liu
Jie Ren
Jing Liang
Copyright Year
2019
Publisher
Springer Singapore
Book
Communications, Signal Processing, and Systems

Print ISBN: 978-981-10-6570-5

Electronic ISBN: 978-981-10-6571-2

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-981-10-6571-2_304