• DocumentCode
    3579473
  • Title

    Experimental multiuser mobile optical communication using compressive sensing

  • Author

    Perez-Ramirez, J. ; Curry, E. ; Borah, D.K. ; Hinojo, J.M.

  • Author_Institution
    Klipsch Sch. of Electr. & Comput. Eng., New Mexico State Univ., Las Cruces, NM, USA
  • fYear
    2014
  • Firstpage
    462
  • Lastpage
    468
  • Abstract
    This paper presents a multiuser mobile optical wireless communication system that uses a single digital camera to receive signals transmitted by multiple users using light-emitting diode (LED) arrays. The key idea is to sample only the engaged camera pixels affected by the signals from the users. Toward this aim, image frames received during an acquisition phase are used to estimate the signal support of the users in the image plane using the orthogonal matching pursuit (OMP) algorithm in a compressed sensing framework. The detected signal support is then clustered and tracked using Kalman Filters. Both numerical methods and hardware experiments are used to validate the algorithms. The proposed system is found to provide excellent performance even for users with weak transmitted signals.
  • Keywords
    Kalman filters; cameras; compressed sensing; iterative methods; light emitting diodes; mobile communication; optical communication; time-frequency analysis; Kalman filters; LED arrays; OMP algorithm; acquisition phase; camera pixels; compressed sensing framework; detected signal support; digital camera; experimental multiuser mobile optical wireless communication; hardware experiment; image frames; image plane; light-emitting diode arrays; orthogonal matching pursuit algorithm; Cameras; Light emitting diodes; Mathematical model; Optical sensors; Receivers; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Globecom Workshops (GC Wkshps), 2014
  • Type

    conf

  • DOI
    10.1109/GLOCOMW.2014.7063475
  • Filename
    7063475