DocumentCode
470263
Title
Using ubiquitous computing technology to realise scalable intelligent agricultural environments
Author
Stamatis, Panayiotis ; Goumopoulos, Christos ; Kameas, Achilles
Author_Institution
Design of Ambient Inf. Syst. Group, Res. Acad. Comput. Technol. Inst., Patras, Greece
fYear
2007
fDate
24-25 Sept. 2007
Firstpage
564
Lastpage
571
Abstract
Wireless networks allow the deployment of sensing systems and actuation mechanisms at a much finer level of granularity than has been possible before. This paper is focused on connecting sensor data with actuators through a decision-making layer with learning capability. The decision making process regarding the provision of agricultural resources is extended this by on-line monitoring significant plant and environmental parameters and by applying machine-learning algorithms for inducing rules by analysing logged datasets to determine the significant thresholds of plant-based parameters.
Keywords
agriculture; decision making; learning (artificial intelligence); ubiquitous computing; actuators; agricultural resources; decision making process; learning capability; machine-learning algorithms; online monitoring; plant-based parameters; scalable intelligent agricultural environments; ubiquitous computing technology; wireless networks;
fLanguage
English
Publisher
iet
Conference_Titel
Intelligent Environments, 2007. IE 07. 3rd IET International Conference on
Conference_Location
Ulm
ISSN
0537-9989
Print_ISBN
978-0-86341-853-2
Type
conf
Filename
4449992
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