Abstract
Wireless sensor network(WSN) is getting more attention from the society for its underlying application value. The position of the nodes is very important in some pictures. This paper proposes a new method of localization of target nodes based on the Firefly Algorithm(FA).We introduce the Firefly Algorithm and improve it . We discuss performance of our method based on the numerical simulations compared with other localization algorithm.
This work is supported by:1.Key Program of Shanghai Committee of Science and Technology(No.11510502700);2.Shanghai Municipal Natural Science Foundation(No.11Z R1409800).
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
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Hong Anh, N., Hao, G., Kay-Soon, L.: Real-Time Estimation of Sensor Node’s Position Using Particle Swarm Optimization With Log-Barrier Constraint. IEEE Transactions on Instrumentation and Measurement 60, 3619–3628 (2011)
Low, K.S., Win, W.N.N., Er, M.J.: In: International Conference on Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, vol. 2, pp. 271–276 (2005)
Niewiadomska-Szynkiewicz, E., Marks, M.: Optimization Schemes Forwireless Sensor Network Localization. Int. J. Appl. Math. Comp. 19, 291–302 (2009)
Priyantha, N.B., Chakraborty, A., Balakrishnan, H.: The Cricket location-support system. In: Proceedings of the 6th Annual International Conference on Mobile Computing and Networking, pp. 32–43. ACM, Boston (2000)
Girod, L., Estrin, D.: Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems, 3, vol. 1313, pp. 1312–1320 (2001)
Niculescu, D., Badri, N.: INFOCOM 2003. Twenty-Second Annual Joint Conference of the IEEE Computer and Communications. IEEE Societies, 3, vol.1733, pp. 1734–1743 (2003)
Girod, L., Bychkovskiy, V., Elson, J., Estrin, D.: In: Proceedings 2002 IEEE International Conference on Computer Design: VLSI in Computers and Processors, pp. 214–219 (2002)
Zhongcheng, S., Fei, S., Rui, W.: In: 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009, pp. 1–5 (2009)
Qingguo, Z., Jinghua, W., Cong, J., Junmin, Y., Changlin, M., Wei, Z.: In: Fourth International Conference on Natural Computation, ICNC 2008, vol. 1, pp. 608–613 (2008)
Kuo-Feng, S., Chia-Ho, O., Jiau, H.C.: Localization with mobile anchor points in wireless sensor networks. IEEE Transactions on Vehicular Technology 54, 1187–1197 (2005)
Shen, X., Wang, Z., Jiang, P., Lin, R., Sun, Y.: Connectivity and RSSI Based Localization Scheme for Wireless Sensor Networks. In: Huang, D.-S., Zhang, X.-P., Huang, G.-B. (eds.) ICIC 2005. LNCS, vol. 3645, pp. 578–587. Springer, Heidelberg (2005)
Niculescu, D., Nath, B.: DV Based Positioning in Ad Hoc Networks. Telecommunication Systems 22, 267–280 (2003)
He, T., Huang, C., Blum, B.M., Stankovic, J.A., Abdelzaher, T.: Range-free localization schemes for large scale sensor networks. In: Proceedings of the 9th Annual International Conference on Mobile Computing and Networking, pp. 81–95. ACM, San Diego
Yang, X.-S.: Firefly Algorithms for Multimodal Optimization. In: Watanabe, O., Zeugmann, T. (eds.) SAGA 2009. LNCS, vol. 5792, pp. 169–178. Springer, Heidelberg (2009)
Gopakumar, A., Jacob, L.: Performance of some metaheuristic algorithms for localization in wireless sensor networks. International Journal of Network Management 19, 355–373 (2009)
Fubao, W., Long, S., Fengyuan, R.: Self-localization systems and algorithms for wireless sensor networks. Journal of Software16, 857–868 (2005)
Savvides, A., Garber, W.L., Moses, R.L., Srivastava, M.B.: An analysis of error inducing parameters in multihop sensor node localization. IEEE Transactions on Mobile Computing 4, 567–577 (2005)
Arias, J., Zuloaga, A., Lázaro, J., Andreu, J., Astarloa, A.: Malguki: an RSSI based ad hoc location algorithm. Microprocessors and Microsystems 28, 403–409 (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Cao, S., Wang, J., Gu, X. (2012). A Wireless Sensor Network Location Algorithm Based on Firefly Algorithm. In: Xiao, T., Zhang, L., Fei, M. (eds) AsiaSim 2012. AsiaSim 2012. Communications in Computer and Information Science, vol 324. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34390-2_3
Download citation
DOI: https://doi.org/10.1007/978-3-642-34390-2_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-34389-6
Online ISBN: 978-3-642-34390-2
eBook Packages: Computer ScienceComputer Science (R0)