Efficient Communications in Wireless Sensor Networks Based on Biological Robustness

被引:14
|
作者
Nazi, Azade [1 ]
Rajt, Mayank [2 ]
Di Francesco, Mario [3 ]
Ghosh, Preetam [4 ]
Dast, Sajal K. [2 ]
机构
[1] Univ Texas Arlington, Dept Comp Sci & Engn, Arlington, TX 76019 USA
[2] Missouri Univ Sci & Tech, Dept Comp Sci, Rolla, MO USA
[3] Aalto Univ, Dept Comp Sci, Espoo, Finland
[4] Virginia Commonwealth Univ, Dept Comp Sci, Richmond, VA 23284 USA
基金
美国国家科学基金会;
关键词
Wireless sensor networks; gene regulatory networks; bio-inspired; nanoscale properties; robustness; efficient communications; performance evaluation;
D O I
10.1109/DCOSS.2016.14
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Robustness in wireless sensor networks (WSNs) is a critical factor that largely depends on their network topology and on how devices can react to disruptions, including node and link failures. This article presents a novel solution to obtain robust WSNs by exploiting principles of biological robustness at nanoscale. Specifically, we consider Gene Regulatory Networks (GRNs) as a model for the interaction between genes in living organisms. GRNs have evolved over millions of years to provide robustness against adverse factors in cells and their environment. Based on this observation, we apply a method to build robust WSNs, called bio-inspired WSNs, by establishing a correspondence between the topology of GRNs and that of already-deployed WSNs. Through simulation in realistic conditions, we demonstrate that bio-inspired WSNs are more reliable than existing solutions for the design of robust WSNs. We also show that communications in bio-inspired WSNs have lower latency as well as lower energy consumption than the state of the art.
引用
收藏
页码:161 / 168
页数:8
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