Energy Consumption in Wireless Sensor Networks using Improved K-Means
DOI:
https://doi.org/10.26438/ijcse/v6i5.419423Keywords:
Wireless Sensor Networks, K-means, Routing Protocols, Base StationAbstract
Remote systems are a developing innovation that will enable clients to get data and from anywhere. The introduce of multi-bounce transmission in remote systems is the arrangement of moderate hubs to hand-off parcels from the source to the goal, in situations where the coordinate correspondence isn't conceivable because of energy or obstruction confinements. In remote correspondence mastermind, it is basic to find the elevated utility course in multi-hop remote frameworks. For this there are immense traditions has proposed for multi ricochet remote frameworks. However, a key issue with existing remote controlling traditions is that restricting the general number of transmissions to pass on a singular package from a source center point to an objective center point that does not have any stretch of the imagination intensifies in the conclusion to-end throughput. We have proposed a new technique for cluster head replacement, which uses improved k-means algorithm. The experimental result shows that the proposed technique gives us better results than existing techniques
References
I.F. Akyildiz Yi-Bing Lin , Wei-Ru Lai, Rong-Jaye Chen, “A new random walk model for PCS networks”, IEEE Journal on Selected Areas in Communications, Volume: 18, Issue: 7, July 2000, pp. 1254 – 1260.
JenniferYick, Biswanath Mukherjee, Dipak Ghosal, “Wireless sensor network survey”, Computer Networks
Volume 52, Issue 12, 22 August 2008, Pages 2292-2330
Acharya, T, Chattopadhyay, S & Roy, R 2007, ‘Energy-Aware Virtual Backbone Tree for Efficient Routing in Wireless Sensor Networks’, in Proc. IEEE ICNS. pp. 96- 96.
Chandrakasan, R, Min, Bhardwaj, M, Cho, SH & Wang, A 2002, ‘Power Aware Wireless Microsensor Systems’, In Proceedings of the ESSCIRC, Florence, Italy, pp. 47-54
Al-Karaki, JN & Kamal, AE 2004, ‘Routing techniques in wireless sensor networks: a survey’, IEEE Wireless Communications, pp. 6-28.
Frank Comeau & Nauman Aslam 2011, ‘Analysis of LEACH Energy Parameters’ ELSEVIER Procedia Computer Science 5, vol. 5, pp. 933-938.
Schurgers, C & Srivastava, MB 2001, ‘Energy efficient routing in wireless sensor networks’, in The MILCOM Proceedings on Communications for Network-Centric Operations: Creating the Information Force, McLean, VA, pp. 551-591.
Heinzelman, W, Chandrakasan, AP & Balakrishnan, H 2002, ‘An application-specific protocol architecture for wireless microsensor networks,’ IEEE Trans. Wireless Commun., vol. 1, no. 4, pp. 660-670
Manjeshwar & Agarwal, DP 2002, ‘APTEEN: A hybrid Protocol for efficient routing and comprehensive Information retrieval in wireless sensor networks’, In 2nd International Workshop on Parallel and Distributed Processing Symposium, Proceedings International, IPDPS, pp. 48.
Xu, Y, Heidemann, J & Estrin, D 2002, ‘Geography-informed energy conservation for ad hoc routing’, in Proceedings of the 7th Annual ACM/IEEE International Conference on Mobile Computing and Networking (MobiCom_01), Rome, Italy, July 2001, pp. 70-84.
Tao, L, Zhu, QX & Zhang, L 2010, ‘An Improvement for LEACH Algorithm in Wireless Sensor Network’, Proc. 5th IEEE Conference Industrial Electronics Applications, pp. 1811- 1814
Katiyar, V, Chand, N, Gautam, GC & Kumar, A 2011, ‘Improvement in LEACH protocol for large-scale wireless sensor networks’, Proc. 2011 International Conference on Emerging Trends in Electrical and Computer Technology (ICETEC), India, pp.1070-1075.
Downloads
Published
How to Cite
Issue
Section
License
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors contributing to this journal agree to publish their articles under the Creative Commons Attribution 4.0 International License, allowing third parties to share their work (copy, distribute, transmit) and to adapt it, under the condition that the authors are given credit and that in the event of reuse or distribution, the terms of this license are made clear.
