Performance Analysis of Routing Protocols for Target Tracking in Wireless Sensor Networks
Автор: Sanjay Pahuja, Tarun Shrimali
Журнал: International Journal of Modern Education and Computer Science (IJMECS) @ijmecs
Статья в выпуске: 10 vol.8, 2016 года.
Бесплатный доступ
Wireless sensor networks (WSNs) are large scale integration in large topology deployed with thousands sensor nodes. Nodes sizes are very small, with low cost, low weight, and limited battery, primary storage, processing power. Sensor nodes have wireless communication capabilities with sensor to monitor physical or environmental conditions. This paper study and evaluate performance for localization and target tracking application with proposed hierarchical localization tracking scheme based on hierarchical binary tree structure. The target detected information is stored at multiple sensor nodes (e.g. node, parent node and grandparent node) which deployed using complete binary tree structure to improve fault tolerance. This drastically reduces number of messaging in the network. Performance of proposed scheme and some existing routing scheme is evaluated using NS2. Simulation result proof increased in network lifetime by 25%, target detection probability by 25%, and reduces error rate by 20%, increased energy efficiency by 20%, fault tolerance, and routing efficiency.
WSN (Wireless Sensor Networks), HLTS (Hierarchical Localization Tracking Scheme), SPIN (Sensor Protocols for Information via Negotiation), DD (Directed Diffusion), LEACH (Low Energy Adaptive Clustering Hierarchy), NS2 (Network Simulator)
Короткий адрес: https://sciup.org/15014911
IDR: 15014911
Список литературы Performance Analysis of Routing Protocols for Target Tracking in Wireless Sensor Networks
- Heinzelman, W.R., Chandrakasan, A. and Balakrishan, H.: " Energy Efficient Communication Protocol for Wireless Microsensor Networks", Proceedings of the International Conference on System Sciences- 2000, pp. 3005-3014
- Haas, Z.J.; Halpern, J.Y.; Li, L.: Gossip-Based Ad Hoc Routing, In Proceedings of the 19th Conference of the IEEE Communications Society (INFOCOM), New York, NY, USA, 23–27 June 2002; pp. 1707–1716.
- Younis, O. and Fahmy, S. "HEED: A Hybrid Efficient, Distributed Clustering Approach for Ad-hoc Sensor Networks", IEEE Transactions on Mobile Computing, Vol.3, Issues. 4, Oct. 2004, pp. 366-379
- Kulik, J.; Heinzelman, W.R.; Balakrishnan, H.: Negotiation based protocols for disseminating information in wireless sensor networks, Wirel. Netw. 2002, 8, 169–185.
- Intanagonwiwat, C.; Govindan, R.; Estrin, D.; Heidemann, J. Directed diffusion for wireless sensor networking. IEEE/ACM Trans. Netw. 2003, 11, 2–16.
- Heinzelman, W.R.; Chandrakasan, A.; Balakrishnan, H.: Energy-Efficient Communication Protocol for Wireless Microsensor Networks, In Proceedings of the 33rd Annual Hawaii International Conference on System Sciences, Maui, HI, USA, 4–7 January 2000; pp. 10–19.
- Meng, Jin-Tao, Jian-Rui Yuan, Sheng-Zhong Feng, and Yan-Jie Wei. "An Energy Efficient Clustering Scheme for Data Aggregation in Wireless Sensor Networks." Journal of Computer Science and Technology 28, no. 3 (2013): 564-573.
- Tharini, C., Vanaja Ranjan, P.: An Energy Efficient Spatial Correlation Based Data Gathering Algorithm for Wireless Sensor Networks. International Journal of Distributed and Parallel Systems 2(3), 16–24 (2011)
- Ian F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "A survey on sensor networks," IEEE Communications Magazine, volume 40, Issue 8, pp.102-114, Aug. 2004
- K. Akkaya and M. Younis, "A Survey of Routing Protocols in Wireless Sensor Networks, " in the Elsevier Ad Hoc Network Journal, Vol 3/3, pp.325-349, 2005.
- S. Gupta, N. Jain, and P. Sinha, "Energy Efficient Clustering Protocol for Minimizing Cluster Size and Inter Cluster Communication in Heterogeneous Wireless Sensor Network," Int. J. Adv. Res. Comput. Commun. Eng., vol. 2, no. 8, 2013, pp. 3295–3305.
- K. Khedo, R. Doomun and S. Aucharuz, "READA: Re- dundancy Elimination for Accurate Data Aggregation in Wireless Sensor Networks," Wireless Sensor Network, Vol. 2, No. 4, 2010, pp. 302-308.
- XuanTung Hoang and Younghee Lee "An Efficient Scheme for Reducing Overhead in Data-Centric Storage Sensor Networks" IEEE COMMUNICATIONS LETTERS, VOL. 13, NO. 12, 2009 pp. 234-240.
- Feng Wang, Student Member, IEEE, and Jiangchuan Liu, Senior Member, IEEE "Networked Wireless Sensor Data Collection:Issues, Challenges, and Approaches" IEEE COMMUNICATIONS SURVEYS & TUTORIALS, VOL. 13, NO. 4, 2011 pp. 308-315.
- Demigha, O., Hidouci, W.K., Ahmed, T., 2012. On energy efficiency in collaborative target tracking in wireless sensor network: a review. IEEE Commun. Surv. Tutor., 99:1-13. [doi:10.1109/SURV.2012.042512.00030]
- Chen, J.M., Cao, K.J., Li, K.Y., Sun, Y.X., 2011. Distributed sensor activation algorithm for target tracking with binary sensor networks. Clust. Comput., 14(1):55-64. [doi:10.1007/s10586-009-0092-0]
- Demigha, O., Hidouci, W.K., Ahmed, T., 2012. On energy efficiency in collaborative target tracking in wireless sensor network: a review. IEEE Commun. Surv. Tutor., 99:1-13. [doi:10.1109/SURV.2012.042512.00030]
- Josna Jose, Joyce Jose, "Asymmetric Concealed Data Aggregation Techniques in Wireless Sensor Networks: A Survey", International Journal of Information Technology and Computer Science(IJITCS) ISSN: 2074-9007 (Print), ISSN: 2074-9015 (Online) DOI: 10.5815/ijitcs IJITCS Vol. 6, No. 10, April 2014, pp. 28-35
- Jie Li; Xiucai Ye; Li Xu "Collecting all data continuously in wireless sensor networks with a mobile base station" IJCSE, InderScience 2015 Vol. 11 No. 3 pp. 239-248 [DOI: 10.1504/IJCSE.2015.072645.]
- Asgarali Bouyer; Abdolreza Hatamlou; Mohammad Masdari "A new approach for decreasing energy in wireless sensor networks with hybrid LEACH protocol and fuzzy C-means algorithm" Int. J. of Communication Networks and Distributed Systems, InderScience 2015 Vol.14, No.4, pp.400 - 412 [DOI: http://dx.doi.org/10.1504/IJCNDS.2015.069675]
- Debasmita Sengupta, Alak Roy, "A Literature Survey of Topology Control and Its Related Issues in Wireless Sensor Networks" International Journal of Information Technology and Computer Science(IJITCS) ISSN: 2074-9007 (Print), ISSN: 2074-9015 (Online) DOI: 10.5815/ijitcs IJITCS Vol. 6, No. 10, Sept. 2014, pp. 19-27