Title :
An Adaptive Programming Model for Environmental Sensor Networks Using Fuzzy Logic
Author :
Nickerson, Bradford G. ; Deng, Ke
Author_Institution :
Fac. of Comput. Sci., New Brunswick Univ., Fredericton, NB
Abstract :
In this paper, we present a sensor network programming model using fuzzy logic. A fuzzy controller model is used to dynamically control the rate of observation of environmental variables. Differing rates arise from changing environmental conditions. Inferencing using linguistic rules provides a compact, human friendly way to represent the knowledge base for controlling environmental sensor networks. Our programming model is illustrated with a simulation having two rules and three environmental variables.
Keywords :
condition monitoring; control engineering computing; environmental management; environmental science computing; fuzzy control; fuzzy reasoning; knowledge based systems; sensors; adaptive programming model; environmental sensor networks; fuzzy controller model; fuzzy logic; inferencing; linguistic rules; Biosensors; Fuzzy logic; Gas detectors; Humans; Logic programming; Object oriented modeling; Radiation monitoring; Sensor phenomena and characterization; Sensor systems; Temperature sensors; environmental variables; fuzzy logic; sensor network programming; sensor web language;
Conference_Titel :
Communication Networks and Services Research Conference, 2008. CNSR 2008. 6th Annual
Conference_Location :
Halifax, NS
Print_ISBN :
978-0-7695-3135-9
DOI :
10.1109/CNSR.2008.36