• DocumentCode
    109209
  • Title

    Context-aware scheduling algorithm in smart home system

  • Author

    Zheng Hong ; Pan Li ; Wang Jingxiao

  • Author_Institution
    Dept. of Comput. Sci. & Eng., East China Univ. of Sci. & Technol., Shanghai, China
  • Volume
    10
  • Issue
    11
  • fYear
    2013
  • fDate
    Nov. 2013
  • Firstpage
    155
  • Lastpage
    164
  • Abstract
    The main idea of pervasive computing is to make computing exist everywhere in the physical world. The smart home system is an important realisation of pervasive computing whose aim is to provide system users with an intelligent life experience. The key technique used to realise this is context awareness. Contexts in the living space can provide large amounts of information regarding users´ behaviours and habits. Together with an information system, it can automatically execute many common operations of applications, instead of users, and can make the applications “smart”. However, since contexts in the environment are diverse and sensitive, it is difficult to choose the ones that are most useful to the users´ current activity. A proper scheduling strategy should first consider the users´ demand. This paper proposes a context-aware scheduling algorithm that is based on correlation, with the purpose of improving the utilization rate of context collections. Experiments show that with the priority based on correlation in low-level contexts, the scheduling of reasoning tasks can reduce the cost of transmission.
  • Keywords
    behavioural sciences computing; home automation; home computing; human computer interaction; human factors; scheduling; ubiquitous computing; context-aware scheduling algorithm; intelligent life experience; living space; pervasive computing; reasoning task scheduling; smart home system; transmission cost reduction; users behaviours; users habits; utilization rate improvement; Cognition; Context awareness; Context modeling; Pervasive computing; Scheduling; Smart homes; correlation; pervasive computing; reasoning scheduling; smart-home;
  • fLanguage
    English
  • Journal_Title
    Communications, China
  • Publisher
    ieee
  • ISSN
    1673-5447
  • Type

    jour

  • DOI
    10.1109/CC.2013.6674219
  • Filename
    6674219