• DocumentCode
    2788790
  • Title

    Activity recognition with implicit context classification

  • Author

    Sigg, Stephan ; Zhong, Lei ; Ji, Yusheng

  • Author_Institution
    Inf. Syst. Archit. Sci. Res. Div., Nat. Inst. of Inf. (NII), Tokyo, Japan
  • fYear
    2012
  • fDate
    3-6 Sept. 2012
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    We exploit activity recognition from RF-channels. Exceeding current studies, we discuss an implicit recognition scheme to compute context classifications with a network of wireless nodes. In particular, we propose a networked adhoc classification scheme that utilises the RF-features on the wireless channel among nodes as implicit inputs. Furthermore, we discuss the possibility to execute mathematical operations during transmission on the wireless channel. We present a data encoding which can be utilised to implicitly add, multiply, subtract or divide values during simultaneous transmission. In a simulation, we demonstrate the computation with a set of values by these implicit operations during transmission.
  • Keywords
    ad hoc networks; encoding; mathematical analysis; telecommunication channels; RF-channels; RF-features; activity recognition; data encoding; implicit context classification; implicit recognition scheme; mathematical operations; networked adhoc classification scheme; wireless channel; Context; Mathematical model; Receivers; Wireless communication; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference (VTC Fall), 2012 IEEE
  • Conference_Location
    Quebec City, QC
  • ISSN
    1090-3038
  • Print_ISBN
    978-1-4673-1880-8
  • Electronic_ISBN
    1090-3038
  • Type

    conf

  • DOI
    10.1109/VTCFall.2012.6399379
  • Filename
    6399379