Title :
Bandwidth efficient and error resilient image coding for Rayleigh fading channels
Author :
Manji, Salim ; Djuknic, Goran
Author_Institution :
Lucent Technols., Whippany, NJ, USA
Abstract :
The transmission of still images over wireless channels is an exercise in tradeoffs. For bandwidth efficiency, a high source compression rate is required. However, the transmission must be robust towards channel errors since wireless channels are subject to fading. These are conflicting requirements. High source compression rates result in images that are very vulnerable to any single bit error. Low-rate channel coding to protect highly compressed images from channel errors drastically reduces the bandwidth efficiency. The combinations of set partitioning in hierarchical trees (SPIHT) wavelet based source coding and list Viterbi (1971) algorithm (LVA) for channel decoding allows for bandwidth efficient, error resilient image transmission over wireless channels. SPIHT offers compression superior to existing DCT and fractal based algorithms. LVA decoding outperforms conventional Viterbi decoding at the expense of an increase in complexity. We construct a system model to transmit raw images over AWGN and narrowband Rayleigh fading channels with SPIHT source coding and LVA decoding using rate compatible punctured convolutional (RCPC) codes. We also propose a method of unequal error protection over the channel. We show that this scheme is superior to equal error protection under the premise that there is a minimum acceptable level of image quality below which the received image has no utility
Keywords :
AWGN channels; Rayleigh channels; Viterbi decoding; channel coding; coding errors; convolutional codes; image coding; source coding; transform coding; trees (mathematics); visual communication; wavelet transforms; AWGN channel; DCT; LVA decoding; RCPC codes; Rayleigh fading channels; SPIHT; SPIHT source coding; bandwidth efficiency; bandwidth efficient image transmission; bit error; channel decoding; channel errors; complexity; conventional Viterbi decoding; equal error protection; error resilient image coding; fading; fractal based algorithms; high source compression rate; image quality; list Viterbi algorithm; low-rate channel coding; narrowband Rayleigh fading channel; rate compatible punctured convolutional codes; set partitioning in hierarchical trees; still image transmission; system model; unequal error protection; wavelet based source coding; wireless channels; Bandwidth; Channel coding; Decoding; Image coding; Partitioning algorithms; Protection; Rayleigh channels; Robustness; Source coding; Viterbi algorithm;
Conference_Titel :
Vehicular Technology Conference, 1999 IEEE 49th
Conference_Location :
Houston, TX
Print_ISBN :
0-7803-5565-2
DOI :
10.1109/VETEC.1999.780594