Journal of Software Engineering and Applications

Volume 5, Issue 12 (December 2012)

ISSN Print: 1945-3116   ISSN Online: 1945-3124

Google-based Impact Factor: 1.22  Citations  h5-index & Ranking

A Low Energy Consumption Clustering Routing Protocol Based on K-Means

HTML  Download Download as PDF (Size: 238KB)  PP. 1013-1015  
DOI: 10.4236/jsea.2012.512117    6,237 Downloads   8,286 Views  Citations

ABSTRACT

A low energy consumption clustering algorism based on LEACH is researched. Firstly, A method for obtaining the number of clusters k is given, then using the K-Means algorism to divide all the sensor nodes in WSN to the k clusters, in the whole network life cycle the cluster will not changed, and when the energy of cluster head is lower than some threshold, it will be changed. The data transmission between cluster heads to sink node use mixed model, namely, the cluster near the sink node using the single hop and the one far from it using the multiple hops. The experiment shows our method has the longer life cycle and more received information. It is an effective clustering protocol.

Share and Cite:

S. Zhong, G. Wang, X. Leng, X. Wang, L. Xue and Y. Gu, "A Low Energy Consumption Clustering Routing Protocol Based on K-Means," Journal of Software Engineering and Applications, Vol. 5 No. 12, 2012, pp. 1013-1015. doi: 10.4236/jsea.2012.512117.

Cited by

[1] Smart Mobile Data Collectors to Enhance quality of service in Wireless Sensor Networks
2022
[2] Experimental investigation of WSN parameters
International Journal of Educational Research and Development, 2019
[3] Improving K-Means Algorithm by Grid-Density Clustering for Distributed WSN Data Stream
2018
[4] Energy Efficient Routing Protocol Using K-Means In General Self-Organized Tree-Based Wireless Sensor Network
2017
[5] ENHANCING DATA STREAM MINING IN WIRELESS SENSOR NETWOKS USING CLUSTERING ALGORITMS
2017
[6] Intrusion Detection in Wireless Body Sensor Networks
International Journal of Advanced Computer Science and Applications, 2017
[7] Energy Efficient Clustering Algorithm Based on Maximum Likelihood Estimation on Wireless Sensor Network
2017
[8] Maximum likelihood estimation based clustering algorithm on wireless sensor network-A review
2017
[9] Combination of clustering algorithms to maximize the lifespan of distributed wireless sensors
Journal of Sensors and Sensor Systems, 2016
[10] Coverage and connectivity aware data gathering protocol for wireless sensor networks
2016
[11] Low Transmission Delay Based on LEACH and PEGASIS Protocol in WSN
2015
[12] The Cluster Head Preferred Hierarchical Clustering Routing Protocol Based on G-Means in Wireless Sensor Networks
International Journal of Future Generation Communication and Networking, 2015
[13] K-Means based General Self-Organized Tree-Based Energy Balancing Routing Protocol for Wireless Sensor Networks
International Journal of Computer Science and Information Technologies, 2015
[14] 'Low transmission delay based on LEACH and PEGASIS protocol in WSN
International Journal of Computer Science and Mobile Computing, 2015
[15] Comparative Analysis of LEACH LEACH-C K-LEACH Algorithms in Wireless Sensor Network for Energy Efficient Routing
IJSRD-International Journal for Scientific Research & …, 2015
[16] EEK: An Energy Efficient K-Means-Like Routing Protocol for Wireless Sensor Networks
2013

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.