• DocumentCode
    3892
  • Title

    Analog Joint Source Channel Coding for Wireless Optical Communications and Image Transmission

  • Author

    Romero, Sergio Matiz ; Hassanin, M. ; Garcia-Frias, J. ; Arce, Gonzalo R.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Delaware, Newark, DE, USA
  • Volume
    32
  • Issue
    9
  • fYear
    2014
  • fDate
    1-May-14
  • Firstpage
    1654
  • Lastpage
    1662
  • Abstract
    An analog joint source channel coding (JSCC) system is developed for wireless optical communications. Source symbols are mapped directly onto channel symbols using space filling curves and then a non-linear stretching function is used to reduce distortion. Different from digital systems, the proposed scheme does not require long block lengths to achieve good performance reducing the complexity of the decoder significantly. This paper focuses on intensity-modulated direct-detection (IM/DD) optical wireless systems. First, a theoretical analysis of the IM/DD wireless optical channel is presented and the prototype communication system designed to transmit data using analog JSCC is introduced. The nonlinearities of the real channel are studied and characterized. A novel technique to mitigate the channel nonlinearities is presented. The performance of the real system follows the simulations and closely approximates the theoretical limits. The proposed system is then used for image transmission by first taking samples of a set of images using compressive sensing and then encoding the measurements using analog JSCC. Both simulation and experimental results are shown.
  • Keywords
    combined source-channel coding; compressed sensing; image coding; intensity modulation; optical communication; optical modulation; wireless channels; IM/DD wireless optical channel; JSCC; analog joint source channel coding; channel nonlinearities; compressive sensing; distortion reduction; image encoding; image transmission; intensity-modulated direct-detection optical wireless systems; nonlinear stretching function; space filling curves; wireless optical communications; Channel coding; Decoding; Noise; Nonlinear optics; Optical receivers; Optical transmitters; Wireless communication; Compressive sensing (CS); Shannon mappings; intensity-modulation direct-detection (IM/DD); joint source channel coding (JSCC); optical communications;
  • fLanguage
    English
  • Journal_Title
    Lightwave Technology, Journal of
  • Publisher
    ieee
  • ISSN
    0733-8724
  • Type

    jour

  • DOI
    10.1109/JLT.2014.2308136
  • Filename
    6748003