Title :
Resilient bio-inspired Wireless Sensor Network based on Genes Regulatory Network
Author :
El-Mawass, Nour ; Chendeb, Nada ; Agoulmine, Nazim
Author_Institution :
LaSTRe Lab., Lebanese Univ., Tripoli, Lebanon
Abstract :
In a Wireless Sensor Network (WSN), nodes have limited energy and low processing capabilities and the network as a whole should act with a strategy that minimizes its energy consumption to maximize its lifetime. This paper presents a research work that aims at introducing a biological inspiration, the Gene Regulatory Network (GRN), to address this problem. We propose a GRN-based controller in each node that is adapted by the Genetic Algorithm to build an auto-organized, robust and adaptive network similar to a biological system. The classical approach to ensure redundancy in the network and make it more robust to failures can be replaced by a simple distributed strategy inspired from robust biological systems. The performed simulation shows that the approach permits to increase the lifetime and the event detection rates of each node.
Keywords :
biomimetics; energy conservation; genetic algorithms; genetics; low-power electronics; minimisation; networked control systems; self-adjusting systems; wireless sensor networks; GRN-based controller; WSN energy consumption minimization; WSN lifetime maximization; WSN node detection rate; WSN node energy limit; WSN node low processing capability; WSN nodel ifetime; adaptive network; auto-organized network; biological system inspired distributed strategy; failure robustness; gene regulatory network; genetic algorithm; network redundancy; resilient bio-inspired wireless sensor network; robust biological system; robust network; simulation; Genetic algorithms; Genetics; Intelligent sensors; Proteins; Sensor phenomena and characterization; Wireless sensor networks; Biological inspiration; Efficiency; Gene Regulatory Network; Genetic Algorithm; Lifetime; Robustness; Self-Organization; Wireless Sensor Network (WSN);
Conference_Titel :
Advances in Biomedical Engineering (ICABME), 2013 2nd International Conference on
Conference_Location :
Tripoli
Print_ISBN :
978-1-4799-0249-1
DOI :
10.1109/ICABME.2013.6648857