Adaptive unequal error protection for subband image coding

TitleAdaptive unequal error protection for subband image coding
Publication TypeJournal Article
Year of Publication2000
AuthorsAlavi, A., R. Link, and S. Kallel
JournalBroadcasting, IEEE Transactions on
Volume46
Pagination197 -205
Date Publishedsep.
ISSN0018-9316
Keywordsadaptive codes, adaptive subband image coding system, adaptive unequal error protection, AWGN channel, AWGN channels, channel SNR, channel source coding rates, codecs, combined source-channel coding, convolutional codes, differential pulse code modulation, digital simulation, DPCM codec, fixed information rate, fixed transmission bandwidth, forward error correction, high resolution codes, image coding, joint source-channel systems, low resolution codes, lowest frequency subband mean, noiseless transmission, nonjoint adaptive equal error protection system, optimized source codec, PCM codec, performance, PSNR, pulse code modulation, punctured convolutional codes, simulations, source encoding, suband variance, trellis coded modulation, trellis coded modulation codes, variable rate channel codes, variable rate codes
Abstract

An adaptive subband image coding system is proposed to investigate the performance offered by implementing unequal error protection among the subbands and within the subbands. The proposed system uses DPCM and PCM codecs for source encoding the individual subbands, and a family of variable rate channel codes for forward error correction. A low resolution family of trellis coded modulation codes and a high resolution family of punctured convolutional codes are considered. Under the constraints of a fixed information rate, and a fixed transmission bandwidth, for any given image, the proposed system adaptively selects the best combination of channel source coding rates according to the current channel condition. Simulations are performed on the AWGN channel, and comparisons are made with corresponding systems where the source coder is optimized for a noiseless transmission (classical optimization) and a single channel code is selected. Our proposed joint source-channel systems greatly outperform any of the nonadaptive conventional nonjoint systems that use only a single channel code at all channel SNRs, extending the useful channel SNR range by an amount that depends on the code family. A nonjoint adaptive equal error protection system is considered which uses the classically optimized source codec, but chooses the best single channel code for the whole transmission according to the channel SNR. Our systems outperform the corresponding adaptive equal error protection system by at most 2 dB in PSNR; and more importantly, show a greater robustness to channel mismatch. It is found that most of the performance gain of the proposed systems is obtained from implementation of unequal error protection among the subbands, with at most 0.7 dB in PSNR additional gain achieved by also applying unequal error protection within the subbands. We use and improve a known modeling technique which enables the system to configure itself optimally for the transmission of an arbitrary image, by only measuring the mean of lowest frequency subband and variances of all the subbands

URLhttp://dx.doi.org/10.1109/11.892156
DOI10.1109/11.892156

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