OPTIMIZING ENERGY CONSUMPTION FOR WIRELESS SENSOR NETWORKS
DOI:
https://doi.org/10.37569/DalatUniversity.8.2.430(2018)Keywords:
Cluster head, Clustering, Energy consumption, Wireless sensor network.Abstract
In wireless sensor networks, sensors are deployed and aim to gather information from the target area. The information collected by the sensors will be transmitted to the base station by radio waves. From here, the data is analyzed and processed to make decisions. One of the problems of the wireless sensor network is the need to save energy consumption, extending the life of the network. In this paper, we propose a solution for deploying sensor networks by clustering and combining cluster head selection to optimize power consumption and extend the life of the network. Comparative analysis of algorithms proposed with traditional clustering algorithms LEACH, LEACH-C, K-Mean and FCM will confirm the effectiveness of the proposed solution.Downloads
References
Akbarzadeh, V., Gagné, C., Parizeau, M., Argany, M., & Mostafavi, M. A. (2013). Probabilistic sensing model for sensor placement optimization based on line-of-sight coverage. IEEE Transactions on Instrumentation and Measurement, 62(2), 293-303.
Bezdek, J. C., Ehrlich, R., & Full, W. (1984). FCM: The Fuzzy C-means clustering algorithm. Computers & Geosciences, 10(2-3), 191-203.
Hoang, D. C., Kumar, R., & Panda, S. K. (2010). Fuzzy C-means clustering protocol for wireless sensor networks. Paper presented at The IEEE International Symposium on Industrial Electronics (ISIE), Italy.
Huang, C. F., & Tseng, Y. C. (2005). A survey of solutions to the coverage problems in wireless sensor networks. Journal of Internet Technology, 6(1), 1-8.
Kaur, E. S., & Gupta, E. R. (2015). Deploying an optimized LEACH-C protocol for wireless sensor network. International Journal of Advanced Research in Computer Science and Software Engineering, 5(7), 25-30.
Mostafa, B., Abderrahmane, H., & Saad, C. (2015). Low energy adaptive clustering hierarchy for three-dimensional wireless sensor network. Recent Advances in Communications, 15, 214-218.
Nguyen, T. T., Dang, T. H., Le, H. S., & Le, T. V. (2015). Optimization for the sensor placement problem in 3D environments. Paper presented at The IEEE International Conference on Networking, Sensing and Control (ICNSC15), Taiwan (China).
Tan, L., Gong, Y., & Chen, G. (2008). A balanced parallel clustering protocol for wireless sensor networks using K-means techniques. Paper presented at The IEEE International Conference on Sensor Technologies and Applications, France.
Yick, J., Mukherjee, B., & Ghosal, D. (2008). Wireless sensor network survey. Computer Networks, 52(12), 2292-2330.
Yin, Y., Shi, J., Li, Y., & Zhang, P. (2006). Cluster head selection using analytical hierarchy process for wireless sensor networks. Paper presented at The IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Finland.
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Copyright (c) 2018 Lại Thị Nhung, Nguyễn Thị Hòa, Lê Đăng Nguyên, Nguyễn Gia Như, Đặng Thanh Hải.

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