Title :
Robust joint source-channel coding for image transmission over wireless channels
Author :
Cai, Jianfei ; Chen, Chang Wen
Author_Institution :
Dept. of Electr. Eng., Missouri Univ., Columbia, MO, USA
fDate :
9/1/2000 12:00:00 AM
Abstract :
We present a fixed-length robust joint source-channel coding (RJSCC) scheme for transmitting images over wireless channels. The system integrates a joint source-channel coding (JSCC) scheme with all-pass filtering source shaping to enable robust image transmission. In particular, we are able to incorporate both transition probability and bit error rate of a bursty channel model into an end-to-end rate-distortion (R-D) function to achieve an optimum tradeoff between source coding accuracy and channel error protection under a fixed transmission rate. Experimental results show that the proposed scheme can achieve not only high peak signal-to-noise ratio performance, but also excellent perceptual quality, especially when the channel mismatch occurs
Keywords :
AWGN channels; all-pass filters; combined source-channel coding; discrete wavelet transforms; error statistics; filtering theory; image coding; rate distortion theory; transform coding; visual communication; AWGN channels; Gilbert-Elliott channels; all-pass filtering source shaping; bit error rate; bursty channel model; channel error protection; channel mismatch; discrete wavelet transform; experimental results; fixed transmission rate; high peak signal-to-noise ratio performance; memoryless channels; perceptual quality; rate-distortion function; robust image transmission; robust joint source-channel coding; source coding accuracy; transition probability; wireless channels; AWGN; Channel coding; Filtering; Gaussian distribution; Image coding; Image communication; Laplace equations; PSNR; Robustness; Shape;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on