A fuzzy control framework for wireless sensor networks

被引：4

作者：

Deng, Ke ^{[1
]}

Nickerson, Bradford G. ^{[2
]}

机构：

[1] Aversan Inc, Mississauga, ON, Canada

[2] Univ New Brunswick, Fac Comp Sci, Fredericton, NB E3B 5A3, Canada

来源：

INTERNATIONAL JOURNAL OF SENSOR NETWORKS | 2013年 / 13卷 / 01期

关键词：

responsiveness; environmental monitoring; adaptive sampling; field test; sensor activation; energy efficiency; temporal reasoning; fuzzy control framework; wireless sensor networks; LANGUAGE;

D O I：

10.1504/IJSNET.2013.052732

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We present a novel framework that can be used to dynamically control the operation of sensors embedded in a Wireless Sensor Network (WSN). Fuzzy logic incorporating temporal reasoning is used as the basis of our framework, permitting WSNs to automatically adapt to their changing environment. This makes WSNs more responsive and potentially more energy efficient. A fuzzy rule based, object-oriented programming language for WSNs called fuzzy Sensor Web Language (fuzzy SWL) is implemented as the front end of our framework. A proof-of-concept field test with two rules incorporating air temperature, rainfall, and water level demonstrates the feasibility of our fuzzy control approach for environmental monitoring. A novel aspect of this research is the addition of time factors in fuzzy rules. Time factors permit the fuzzy control system to effectively adapt to changing environmental conditions.

引用

页码：1 / 12

页数：12

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