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
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;
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
DOI :
10.1109/AMS.2010.32