DocumentCode
162771
Title
Musicians´-inspired clustering protocol for efficient energy Wireless Sensor Networks
Author
Alia, Osama Moh´d ; Shaaban, Zyad ; Basheer, Ahmad ; Al-Ajouri, Alaa ; Alsswey, Ahmed
Author_Institution
Fac. of Comput. & Inf. Technol., Univ. of Tabuk, Tabuk, Saudi Arabia
fYear
2014
fDate
19-22 March 2014
Firstpage
1
Lastpage
6
Abstract
In the development of cluster-based energy-efficiency protocols for Wireless Sensor Networks (WSNs), a particularly challenging problem is how to dynamically organize the sensors into a wireless communication network and route sensed information from the field sensors to a remote base station in a matter that prolongs the lifetime of WSNs. This paper presents a new energy-efficient dynamic clustering algorithm for WSNs that automatically organizes the sensors into an appropriate number of clusters in the network. This algorithm, which is based on Harmony Search Algorithm, music based meta-heuristic optimization algorithm, eliminates the need to set the number of clusters a priori. In addition, a multi-objective approach is utilized in the cluster head selection algorithm in order to select the best set of cluster heads. Simulation results demonstrate that the proposed algorithm can achieve an optimal number of clusters, as well as prolong the network lifetime and increase the data delivery at the base station when compared to other well-known clustering-based routing protocols.
Keywords
optimisation; pattern clustering; routing protocols; search problems; wireless sensor networks; cluster head selection algorithm; cluster-based energy-efficiency protocols; efficient energy wireless sensor networks; energy-efficient dynamic clustering algorithm; harmony search algorithm; multiobjective approach; music based meta-heuristic optimization algorithm; wireless communication network; Algorithm design and analysis; Base stations; Clustering algorithms; Heuristic algorithms; Protocols; Vectors; Wireless sensor networks; Energy Efficient Routing Protocols; Fuzzy Clustering; Harmony Search Algorithm; Wireless Sensor Networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Networking (ComNet), 2014 International Conference on
Conference_Location
Hammamet
Print_ISBN
978-1-4799-3762-2
Type
conf
DOI
10.1109/ComNet.2014.6840926
Filename
6840926
Link To Document