• 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