• DocumentCode
    1811953
  • Title

    A wireless approach to device-free localisation (DFL) for indoor environments

  • Author

    Vance, P.J. ; Prasad, Girijesh ; Harkin, J. ; Curran, K.

  • Author_Institution
    Intell. Syst. Res. Centre, Univ. of Ulster, Derry, UK
  • fYear
    2011
  • fDate
    6-6 April 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Determining the location of individuals within indoor locations can be useful in various scenarios including security, gaming and ambient assisted living for the elderly. Healthcare services globally are seeking to allow people to stay in their familiar home environments longer due to the multitude of benefits associated with living in non-clinical environments. Technology to determine an individual´s movements or lack of movement is key to ensuring that home emergencies are detected and responded to promptly. This paper proposes a device-free wireless-based localisation (DFL) system which would enable the individual to proceed with normal daily activities without the constraint of having to wear a traceable device. The principal behind this is that the human body absorbs/reflects the radio signal being transmitted from a transmitter to one or more receiving stations. The system design procedure facilitates the use of a minimum number of wireless nodes with the aid of a principle component analysis (PCA) based intelligent signal processing technique. Results demonstrate that human detection and tracking are possible to within 1m resolutions with a minimal wireless hardware infrastructure.
  • Keywords
    home networks; indoor radio; principal component analysis; radio tracking; signal processing; device-free wireless-based localisation system; healthcare services; home wireless network; human detection; indoor environments; indoor locations; intelligent signal processing technique; principle component analysis; radio signal; receiving stations; transmitter; wireless approach; wireless hardware infrastructure; wireless nodes; Ambient Living; Device-free; Heuristics; Localisation; Neural Networks; Wireless;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Assisted Living 2011, IET Seminar on
  • Conference_Location
    London
  • Type

    conf

  • DOI
    10.1049/ic.2011.0024
  • Filename
    6183136