Title :
Fitness based Enhanced Stable Election Protocol: A hybrid approach
Author :
Mani, M. ; Kaur, Manpreet ; Sharma, Arvind Kumar
Author_Institution :
Dept. of Comput. Sci. & Eng., Nat. Inst. of Technol., Jalandhar, India
Abstract :
In this paper, we have proposed hybrid approach based upon working of Enhanced SEP protocol and modified it using the fitness parameter of Artificial Bee Colony algorithm, for efficient election of cluster head and optimised cluster formation. Fitness function helps in reduced energy consumption of sensor nodes, required for communication and cluster formation, thereby increasing the overall lifetime of the wireless sensor network. Simulation done for two cases with different heterogeneity settings, have shown significant improvement of 75.84% and 40.71% over SEP-E. The proposed approach is efficient in dynamic and uncertain environment.
Keywords :
ant colony optimisation; protocols; telecommunication network reliability; wireless sensor networks; SEP-E; artificial bee colony algorithm; cluster head election; enhanced SEP protocol; fitness based enhanced stable election protocol; fitness parameter function; hybrid approach; optimised cluster formation; reduced energy consumption; sensor nodes; wireless sensor network lifetime; Aggregates; Artificial neural networks; Heating; Nominations and elections; Protocols; Quality of service; artificial bee colony; energy efficient; fitness; optimised; sensor network;
Conference_Titel :
Electronics, Computing and Communication Technologies (IEEE CONECCT), 2014 IEEE International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4799-2318-2
DOI :
10.1109/CONECCT.2014.6740291
