Title :
Decentralised Load Balancing in Event-Triggered WSNs Based on Ant Colony Work Division
Author :
Paulo R. Ferreira;Lisane Brisolara;Leandro Soares Indrusiak
Author_Institution :
Technol. Dev. Center, Univ. Fed. de Pelotas, Pelotas, Brazil
Abstract :
This paper proposes a bio-inspired strategy for decentralized load balancing in event-triggered wireless sensor networks, aiming to improve network service availability. The proposed strategy is based on the behavior of ant colonies and the way these insects divide the work. Following this strategy, nodes will decide whether to process a sensed event based on a probability model, aiming to minimize computational and communication overhead and redundancies. Extensive experimental work shows that the proposed approach is effective, easy to configure, and robust to variations to the network setup. Experimental results show an average improvement of 8% in service availability when compared to the state-of-the-art.
Keywords :
"Wireless sensor networks","Batteries","Load management","Discharges (electric)","Sensors","Logic gates","Insects"
Conference_Titel :
Software Engineering and Advanced Applications (SEAA), 2015 41st Euromicro Conference on
Electronic_ISBN :
2376-9505
DOI :
10.1109/SEAA.2015.52