Abstract
In a Wireless Sensor Networks, localization techniques are needed to identify the exact position of an event. In this paper, we proposed Fuzzy Inference System (FIS) based target localization algorithm in a three-dimensional wireless sensor networks. In the proposed scheme, distance between anchor and target nodes are calculated by adding correction factor with hop size of an anchor node. The concept of fuzzy logic-based edge weight calculation is introduced to improve the localization accuracy. Simulation result shows that proposed scheme achieves less localization error and better accuracy as compared with existing localization technique.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Patwari, N., Ash, J.N., Kyperountas, S., Hero, A.O., Moses, R.L., Correal, N.S.: Locating the nodes: cooperative localization in wireless sensor networks. IEEE Signal Process. Mag. 22(4), 54–69 (2005)
Pottie, G.J., Kaiser, W.J.: Wireless integrated network sensors. Commun. ACM 43(5), 51–58 (2000)
Cai, S., Pan, H., Gao, Z., Yao, N., Sun, Z.: Research of localization algorithm based on weighted Voronoi diagrams for wireless sensor network. EURASIP J. Wireless Commun. Netw. 50(1), 1–10 (2014)
Niculescu, D., Nath, B.: Ad hoc positioning system (APS) using AOA. In: Twenty-Second Annual Joint Conference of the IEEE Computer and Communications, vol. 3, pp. 1734–1743 (2003)
Bachrach, J., Christopher, T.: Localization in sensor networks. In: Handbook of Sensor Networks: Algorithms and Architectures, vol. 1, pp. 277–289 (2005)
Bulusu, N., Heidemann, J., Estrin, D.: GPS-less low-cost outdoor localization for very small devices. IEEE Pers. Commun. 7(5), 28–34 (2000)
Niculescu, D., Nath, B.: Ad hoc positioning system (APS). Glob. Telecommun. Conf. 5, 2926–2931 (2001)
Niculescu, D., Nath, B.: DV based positioning in ad hoc networks. Telecommun. Syst. 22(1), 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, ACM, pp. 81–95 (2003)
Zhang, B., Fan, J., Dai, G., Luan, T.H.: A hybrid localization approach in 3D wireless sensor network. Int. J. Distrib. Sens. Netw. 11(10), 1–10 (2015)
Chaurasiya, V.K., Jain, N., Nandi, G.C.: A novel distance estimation approach for 3D localization in wireless sensor network using multi-dimensional scaling. Inf. Fusion 15, 5–18 (2014)
Lee, S., Park, C., Lee, M.J., Kim, S.: Multihop range-free localization with approximate shortest path in anisotropic wireless sensor networks. EURASIP J. Wireless Commun. Netw. 14(1), 1–12 (2014)
Tomic, S., Beko, M., Dinis, R.: 3-D target localization in wireless sensor networks using RSS and AoA measurements. IEEE Trans. Veh. Technol. 66(4), 3197–3210 (2017)
Xu, Y., Yi, Z., Gu, J.: An improved 3D localization algorithm for the wireless sensor network. Int. J. Distrib. Sensor Netw. 11(6), 315714 (2015)
Yun, S., Lee, J., Chung, W., Kim, E., Kim, S.: A soft computing approach to localization in wireless sensor networks. Expert Syst. Appl. 36(4), 7552–7561 (2009)
Zadeh, L.A.: Fuzzy logic = computing with words. IEEE Trans. Fuzzy Syst. 4(2), 103–111 (1996)
Chen, X., Zhang, B.: 3D DV–hop localisation scheme based on particle swarm optimisation in wireless sensor networks. Int. J. Sens. Netw. 16(2), 100–105 (2014)
Kumar, A., Khosla, A., Saini, J.S., Sidhu, S.S.: Range-free 3D node localization in anisotropic wireless sensor networks. Appl. Soft Comput. 34, 438–448 (2015)
Sharma, G., Kumar, A.: Fuzzy logic based 3D localization in wireless sensor networks using invasive weed and bacterial foraging optimization. Telecommun. Syst. 1–14 (2017)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Kumari, S., Gupta, G.P. (2019). Target Localization Algorithm in a Three-Dimensional Wireless Sensor Networks. In: Smys, S., Bestak, R., Chen, JZ., Kotuliak, I. (eds) International Conference on Computer Networks and Communication Technologies. Lecture Notes on Data Engineering and Communications Technologies, vol 15. Springer, Singapore. https://doi.org/10.1007/978-981-10-8681-6_5
Download citation
DOI: https://doi.org/10.1007/978-981-10-8681-6_5
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-10-8680-9
Online ISBN: 978-981-10-8681-6
eBook Packages: EngineeringEngineering (R0)