Title :
Progressive source-channel coding of images over bursty error channels
Author :
Lu, Jin ; Nosratinia, Aria ; Aazhang, Behnaam
Author_Institution :
Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
Abstract :
Transmission of compressed image data over noisy channels is an important problem and has been investigated in a variety of scenarios. In this paper, we propose a progressive time-varying source-channel coding system for transmitting images over wireless channels. The core result of this paper is a systematic method of instantaneous rate allocation between the progressive source coder and channel coder. We develop closed form expressions for end-to-end distortion, as well as rate allocation, in memoryless channels. We extend the memoryless results to an algorithm for fading channels. Experimental results demonstrate the performance of this method
Keywords :
combined source-channel coding; fading channels; image coding; memoryless systems; noise; rate distortion theory; time-varying channels; visual communication; bursty error channels; channel coder; closed form expressions; compressed image data; end-to-end distortion; fading channels; images; instantaneous rate allocation; memoryless channels; noisy channels; progressive source-channel coding; rate allocation; source coder; time-varying source-channel coding system; wireless channels; Bit error rate; Channel coding; Decoding; Error correction; Error correction codes; Fading; Image coding; Image communication; Memoryless systems; Time varying systems;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.723331