首页 | 本学科首页   官方微博 | 高级检索  
     


Deployment of robust wireless sensor networks using gene regulatory networks: An isomorphism-based approach
Affiliation:1. Electrical Engineering and Computer Science Faculty, Escuela Superior Politécnica del Litoral, ESPOL, Guayaquil, Ecuador;2. Department of ECE, Khalifa University of Science, Technology & Research, Abu Dhabi, UAE;3. Electrical Engineering Dept., École de Technologie Supérieure, Montréal, QC, Canada
Abstract:The communication between nodes in a Wireless Sensor Network (WSN) may fail due to different factors, such as hardware malfunctions, energy depletion, temporal variations of the wireless channel and interference. To maximize efficiency, the sensor network deployment must be robust and resilient to such failures. One effective solution to this problem is to exploit a bio-inspired approach based on Gene Regulatory Networks (GRNs). Owing to million years of evolution, GRNs display intrinsic properties of adaptation and robustness, thus making them suitable for dynamic network environments. In this article, we exploit the genetic structure of real organisms to deploy bio-inspired WSNs that are isomorphic to certain GRN sub-networks. Exhaustive structural analysis, simulations and experimental results on a WSN testbed demonstrate that bio-inspired WSNs are resilient to node and link failures and offer better performance than existing solutions for robust WSNs.
Keywords:Robust wireless sensor networks  Topology design  Gene regulatory networks  Deployment  Isomorphism
本文献已被 ScienceDirect 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号