Title :
Energy efficient data dissemination in wireless sensor networks based on natural selection
Author :
Velazquezt, Carlos F Bernal ; Benhaddou, Driss ; Balakrishnan, Manikanden ; Anan, Muhammad
Author_Institution :
Eng. Technol. Dept., Univ. of Houston, Houston, TX, USA
Abstract :
The goal of this paper is to design and implement an efficient data dissemination algorithm for wireless sensor networks. The proposed approach requires nodes in a network to publish their characteristics to their neighboring nodes. Each node selects its parent node for data forwarding using a method similar to natural selection. Fitness score for selection is locally calculated considering several characteristics of a neighboring node such as: battery level, distance, and hierarchy level. The main goal of this algorithm is to extend the wireless sensor network lifetime by distributing the traffic load among the nodes that have higher probabilities of predicted survival, which is identified by their fitness score. In addition, this approach can provide a framework to study the emergent behaviors of networks when different local rules for node selection are applied.
Keywords :
information dissemination; protocols; telecommunication network reliability; wireless sensor networks; battery level; energy efficient data dissemination; natural selection; wireless sensor networks; Base stations; Batteries; Data models; Power demand; Routing protocols; Wireless sensor networks; Communication Protocols; Energy Efficiency; Natural Selection; Self-Organizing Networks; Wireless Sensor Networks;
Conference_Titel :
Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-9539-9
DOI :
10.1109/IWCMC.2011.5982597