Adaptive Unequal Channel Protection for JPEG2000 Images

An adaptive unequal channel protection technique is proposed for JPEG2000 images by exploiting the hierarchical structure of the bit-stream. The proposed technique takes into account the effect of channel errors in different packets of the bit-stream in order to optimally protect the coded data. For a given transmission bandwidth and multi-layered JPEG2000 bit-stream, the proposed technique adaptively selects the best protection scheme according to the channel conditions. The robustness of the proposed technique is evaluated over a Rayleigh fading channel with a concatenation of a cyclic redundancy check code and a rate-compatible convolutional code. Comparisons are made with the case of equal channel protection and unequal channel protection when the protection is designed for the worst channel conditions. Simulation results show a significant improvement of the PSNR of the received images.

[1]  Bryan Usevitch,et al.  Optimal bit allocation for biorthogonal wavelet coding , 1996, Proceedings of Data Compression Conference - DCC '96.

[2]  Andrew J. Viterbi,et al.  Convolutional Codes and Their Performance in Communication Systems , 1971 .

[3]  W. C. Jakes,et al.  Microwave Mobile Communications , 1974 .

[4]  Joachim Hagenauer,et al.  Rate-compatible punctured convolutional codes (RCPC codes) and their applications , 1988, IEEE Trans. Commun..

[5]  Homer H. Chen,et al.  Error-resilient coding in JPEG-2000 and MPEG-4 , 2000, IEEE Journal on Selected Areas in Communications.

[6]  Jan Biemond,et al.  An optimal bit allocation algorithm for sub-band coding , 1988, ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing.

[7]  Khalid Sayood,et al.  Joint source/channel coding for variable length codes , 2000, IEEE Trans. Commun..

[8]  Mrinal K. Mandal,et al.  Robust transmission of JPEG2000 images over noisy channels , 2002, IEEE Trans. Consumer Electron..

[9]  J.E. Mazo,et al.  Digital communications , 1985, Proceedings of the IEEE.

[10]  Chang Wen Chen,et al.  Robust image transmission with bidirectional synchronization and hierarchical error correction , 2001, IEEE Trans. Circuits Syst. Video Technol..

[11]  Andrew Perkis On the importance of error resilience in visual communications over noisy channels , 2001 .