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Performance Evaluation of DV-HOP Localization Algorithm in Wireless Sensor Networks

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Book cover Soft Computing: Theories and Applications

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 584))

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Abstract

Nowadays, wireless sensor networks (WSNs) have become a key area of research. Localization of sensor nodes in WSN is extremely important for transmission and reception of the data. Localization is used to determine the geographical location of the sensor nodes which is required in routing of data. In the present work, the existing DV-HOP algorithm which is a range-free localization algorithm has been studied and evaluated in terms of localization error. The localization error has been calculated by varying the number of unknown nodes, communication range, and the number of anchor nodes. All simulations have been performed in MATLAB.

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References

  1. Akyildiz, I.F., Su, W., Sankarasubramaninam, Y., Cayirci, E.: A survey on sensor networks. IEEE Commun. Mag. 40(8), 102–114 (2002)

    Article  Google Scholar 

  2. Voltz, P.J., Hernandez, D.: Maximum likelihood time of arrival estimation for real-time physical location tracking of 802.1 1 a/g mobile stations in indoor environments ad-hoc positioning system. In: IEEE Conference, Position Location and Navigation Symposium (PLNS) (2004)

    Google Scholar 

  3. Kovavisarruch, L., Ho, K.C.: Alternate source and receiver location estimation using TDoA with receiver position uncertainties. In: IEEE Conference, ICASSP (2005)

    Google Scholar 

  4. Niculescu, D., Nath, B.: Ad hoc positioning system (APS) using AOA. In: IEEE Conference, INFOCOM (2003)

    Google Scholar 

  5. Kumar, P., Reddy, L., Varma, S.: Distance measurement and error estimation scheme for RSSI based localization in wireless sensor networks. In: IEEE Conference, Wireless Communication and Sensor Networks (WCSN) (2009)

    Google Scholar 

  6. He, T., Huang, C., Blum, B., Stankovic, J., Abdelzaher, T.: Range-free localization schemes for large scale sensor networks. In: MobiCom’ 03, pp. 81–95, ACM Press (2003)

    Google Scholar 

  7. Bulusu, N., Heidemann, J., Estrin, D.: GPS-less low cost outdoor localization for very small devices. IEEE Pers. Commun. Mag. 7(5), 28–34 (2000)

    Article  Google Scholar 

  8. Niculescu, D., Nath, B.: DV based positioning in ad hoc networks. Telecommun. Syst. 22, 267–280 (2003)

    Article  Google Scholar 

  9. Doherty, L., Pister, K.S., Ghaoui, L.E.: Convex position estimation in wireless sensor networks. In: IEEE Conference ICC’ 01, vol. 3, pp. 1655–1663 Anchorage, AK (2001)

    Google Scholar 

  10. Shang, Y., Ruml, W., Zhang, Y., Fromherz, M.: Localization from connectivity in sensor networks. IEEE Trans. Parallel Distrib. Syst. 15(10) (2004)

    Google Scholar 

  11. Gong, L., Sun J., Xu, W., Xu, Jian.: Research and simulation of node localization in WSN based on quantum particle swarm optimization. In: IEEE International Symposium on Distributed Computing and Application to Business, Engineering and Science (2012)

    Google Scholar 

  12. Chagas, H.S., Martins, J., Oliviera, L.: Genetic algorithms and simulated annealing optimization methods in wireless sensor networks localization using ANN. In: IEEE International Midwest Symposium on Circuit and Systems (2012)

    Google Scholar 

  13. Rahman, M.S., Park, Y., Kim, K.: Localization of wireless sensor networks using ANN. In: IEEE International Symposium on Communication and Information Technology (2009)

    Google Scholar 

  14. Katekaew, W., So-In, C., Rujirakul, K., Waikham, B.: H-FCD: hybrid fuzzy centroid & DV-hop localization algorithm in wireless sensor networks. In: IEEE International Conference on Intelligent System, Modeling and Simulation (2014)

    Google Scholar 

  15. Cui, H., Wang, Y., Liu, L.: Improvement of DV-HOP localization algorithm. In: IEEE International Conference on Modeling, Identification and Control (ICMIC) (2015)

    Google Scholar 

  16. Zhipeng, X., Chunwen, L., Huanyu, L.: An improved hop size estimation for DV-hop localization algorithm in wireless sensor networks. In: IEEE International Conference (CCDC) (2015)

    Google Scholar 

  17. Ji, W., Liu, Z.: An improvement of DV-hop algorithm in wireless sensor networks. In: IEEE International Conference, Wireless Communication, Networking and Mobile Computing (2006)

    Google Scholar 

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Correspondence to Vikas Gupta .

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Gupta, V., Singh, B. (2018). Performance Evaluation of DV-HOP Localization Algorithm in Wireless Sensor Networks. In: Pant, M., Ray, K., Sharma, T., Rawat, S., Bandyopadhyay, A. (eds) Soft Computing: Theories and Applications. Advances in Intelligent Systems and Computing, vol 584. Springer, Singapore. https://doi.org/10.1007/978-981-10-5699-4_40

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  • DOI: https://doi.org/10.1007/978-981-10-5699-4_40

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-5698-7

  • Online ISBN: 978-981-10-5699-4

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