• DocumentCode
    2644669
  • Title

    A Model of Smart Home Fusing Multi-intelligence

  • Author

    Man, Jun-feng ; Yang, Lu-Ming ; Zhu, Wen-qiu ; Li, Qian-qian

  • Author_Institution
    Coll. of Inf. Sci. & Technol., Central South Univ., Changsha
  • fYear
    2008
  • fDate
    15-17 Aug. 2008
  • Firstpage
    56
  • Lastpage
    59
  • Abstract
    Effectively fusing the technologies of sense intelligence, emotion intelligence and communication intelligence, we design a new model of smart home. The system can implement unsupervised and continuous smart monitor for empty nest elder in terms of non obtrusive methods in home environment. It is a multi-agent system based on middleware, and implements the mechanism that both low level sensors and high level perceptual components are pluggable to the middleware architecture. Being convenient for knowledge representation and reasoning during the course of context-aware, the approach of semantic- layering and semantic-abstracting step by step is utilized to design a set of new multimedia ontologies for bridging perceivable media world and high-level conceptual world. Hierarchical hidden Markov model is used to identify abnormal behaviors of occupants.
  • Keywords
    hidden Markov models; home automation; middleware; ontologies (artificial intelligence); communication intelligence; emotion intelligence; hierarchical hidden Markov model; knowledge representation; middleware; multi-intelligence fusing; ontologies; semantic abstracting; semantic layering; sense intelligence; smart home; Hidden Markov models; Intelligent sensors; Knowledge representation; Level control; Middleware; Monitoring; Multiagent systems; Multimedia systems; Ontologies; Smart homes; Abnormality Detection; Context-Aware; Multimedia Ontologies; Smart Home;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Hiding and Multimedia Signal Processing, 2008. IIHMSP '08 International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-0-7695-3278-3
  • Type

    conf

  • DOI
    10.1109/IIH-MSP.2008.90
  • Filename
    4604007