Title :
Multiple description coding of discrete ergodic sources
Author :
Jalali, Shirin ; Weissman, Tsachy
Author_Institution :
Center for the Math. of Inf., California Inst. of Technol., Pasadena, CA, USA
fDate :
Sept. 30 2009-Oct. 2 2009
Abstract :
We investigate the problem of multiple description (MD) coding of discrete ergodic processes. We introduce the notion of MD stationary coding, and characterize its relationship to the conventional block MD coding. In stationary coding, in addition to the two rate constraints normally considered in the MD problem, we consider another rate constraint which reflects the conditional entropy of the process generated by the third decoder given the reconstructions of the two other decoders. The relationship that we establish between stationary and block MD coding enables us to devise a universal algorithm for MD coding of discrete ergodic sources, based on simulated annealing ideas that were recently proven useful for the standard rate distortion problem.
Keywords :
block codes; decoding; block multiple description coding; decoders; discrete ergodic sources; simulated annealing; stationary coding; Decoding; Discrete transforms; Entropy; Gaussian processes; Lattices; Quantization; Rate-distortion; Region 8; Signal design; Simulated annealing;
Conference_Titel :
Communication, Control, and Computing, 2009. Allerton 2009. 47th Annual Allerton Conference on
Conference_Location :
Monticello, IL
Print_ISBN :
978-1-4244-5870-7
DOI :
10.1109/ALLERTON.2009.5394531