DocumentCode
2712202
Title
A Task Oriented Multiagent Model for Smart Home Utilizing Hierarchical Agent Architecture
Author
Alam, Muhammad Raisul ; Reaz, Mamun Bin Ibne ; Ali, Mohd Alauddin Mohd ; Samad, Salina Abdul
Author_Institution
Inst. of Microengineering & Nanoelectron., Univ. Kebangsaan Malaysia, Bangi, Malaysia
fYear
2010
fDate
26-28 May 2010
Firstpage
98
Lastpage
101
Abstract
Smart home is an extension of modern home automation system which possesses computational intelligence to solve problems in ubiquitous environment. Multiagent algorithm is frequently used to reduce uncertainty in pervasive environment. This research involves designing a multiagent model which consists of distributed task organizing agents. Each agent is responsible for specific task which is partially shared with a supervisor agent for final prediction. The agents are organized for time, place and event prediction. Agent architecture follows a layered approach with interconnected processing units. The system provides an efficient method to predict events with temporal characteristics based on user location.
Keywords
Computer architecture; Data mining; Home appliances; Home automation; Mathematical model; Monitoring; Multiagent systems; Smart homes; TV; Turning; Multiagent System; Smart home;
fLanguage
English
Publisher
ieee
Conference_Titel
Mathematical/Analytical Modelling and Computer Simulation (AMS), 2010 Fourth Asia International Conference on
Conference_Location
Kota Kinabalu, Malaysia
Print_ISBN
978-1-4244-7196-6
Type
conf
DOI
10.1109/AMS.2010.32
Filename
5489656
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