Title :
Bio inspired distributed energy efficient clustering for Wireless Sensor Networks
Author :
Hasnat, M.A. ; Akbar, M. ; Iqbal, Z. ; Khan, Z.A. ; Qasim, U. ; Javaid, N.
Author_Institution :
EE Dept., COMSATS Inst. of Inf. Technol., Islamabad, Pakistan
Abstract :
Design and development of adaptive, scalable and energy-efficient routing protocols for Wireless Sensor Networks (WSNs) is an active area of research. Many protocols and techniques have been proposed and implemented for energy efficient routing. In this research work, we present Bio inspired Distributed Energy Efficient Clustering (B-DEEC) protocol for WSNs. It is based upon Artificial Bee Colony (ABC) algorithm which increases both lifetime and throughput of network. ABC algorithm that involves inspiration from foraging principle of honey bees, has been effectively utilized in our technique. Keeping multiple food sources, a characteristic of ABC, is incorporated to enhance network lifetime and reliability of our scheme. Waggle dance, for multiple interactions and information sharing, is utilized to optimize the Cluster Head (CH) selection. Simulation results justify our aforementioned arguments.
Keywords :
optimisation; pattern clustering; protocols; swarm intelligence; telecommunication power management; wireless sensor networks; ABC algorithm; B-DEEC protocol; WSN; artificial bee colony algorithm; bio inspired distributed energy efficient clustering protocol; cluster head selection; network lifetime; waggle dance; wireless sensor networks; Algorithm design and analysis; Energy efficiency; Routing; Routing protocols; Sensors; Wireless sensor networks; Foraging principle; Network lifetime; Throughput; WSN; Waggle dance;
Conference_Titel :
Information Technology: Towards New Smart World (NSITNSW), 2015 5th National Symposium on
Conference_Location :
Riyadh
Print_ISBN :
978-1-4799-7625-6
DOI :
10.1109/NSITNSW.2015.7176429