• DocumentCode
    1939656
  • Title

    Wireless image transmission using multiple-description based concatenated codes

  • Author

    Sachs, Daniel Grobe ; Anand, Raghavan ; Ramchandran, Kannan

  • Author_Institution
    Illinois Univ., Urbana, IL, USA
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    569
  • Abstract
    Summary form only given. This work introduces a multiple-description product code which aims at optimally generating multiple, equally-important wavelet image descriptions from an image encoded by the popular SPIHT image coder. Because the SPIHT image coder is highly sensitive to errors, forward error correction is used to protect the image against bit errors occurring in the channel. The error-correction code is a concatenated channel code including a row (outer) code based on RCPC codes with CRC error detection and a source-channel column (inner) code consisting of the scalable SPIHT image coder and an optimized array of unequal protection Reed-Solomon erasure-correction codes. By matching the unequal protection codes to the embedded source bitstream using our simple, fast optimizer, we maximize expected image quality and provide for graceful degradation of the received image during fades. To achieve unequal protection, each packet is split into many Reed-Solomon symbols. The ith symbol in each packet forms an (n,k) Reed-Solomon code or “column”. A fast, nearly-optimal optimizer, based on Lagrange multipliers and optimal to within convex hull and discretization approximations, chooses k for each Reed-Solomon “column” to minimize the expected mean-square error at the receiver. We validated our use of this structure by evaluating its performance in the context of transmitting images over a wireless fading channel. The performance of this scheme was evaluated by simulating the transmission of the Lena image over a Clarke flat-fading channel with an average SNR of 10 dB and a normalized Doppler frequency of 10-5 Hz
  • Keywords
    Reed-Solomon codes; combined source-channel coding; concatenated codes; error correction codes; error detection codes; error statistics; fading channels; forward error correction; image coding; least mean squares methods; radio links; transform coding; visual communication; wavelet transforms; CRC error detection; Clarke flat-fading channel; Lagrange multipliers; RCPC codes; Reed-Solomon codes; SPIHT image coder; bit errors; channel code; concatenated codes; erasure-correction codes; error-correction code; forward error correction; image quality maximization; minimum mean square error; multiple description codes; optimized array; performance; product code; scalable image coder; source-channel column code; unequal protection codes; wavelet image descriptions; wireless image transmission; Concatenated codes; Cyclic redundancy check; Error correction codes; Forward error correction; Image communication; Image quality; Product codes; Protection; Reed-Solomon codes; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 2000. Proceedings. DCC 2000
  • Conference_Location
    Snowbird, UT
  • ISSN
    1068-0314
  • Print_ISBN
    0-7695-0592-9
  • Type

    conf

  • DOI
    10.1109/DCC.2000.838216
  • Filename
    838216