Title :
A strictly improved achievable region for multiple descriptions using combinatorial message sharing
Author :
Viswanatha, Kumar ; Akyol, Emrah ; Rose, Kenneth
Author_Institution :
ECE Dept., Univ. of California-Santa Barbara, Santa Barbara, CA, USA
Abstract :
We recently proposed a new coding scheme for the L-channel multiple descriptions (MD) problem for general sources and distortion measures involving `Combinatorial Message Sharing´ (CMS) [7] leading to a new achievable rate-distortion region. Our objective in this paper is to establish that this coding scheme strictly subsumes the most popular region for this problem due to Venkataramani, Kramer and Goyal (VKG) [3]. In particular, we show that for a binary symmetric source under Hamming distortion measure, the CMS scheme provides a strictly larger region for all L>; 2. The principle of the CMS coding scheme is to include a common message in every subset of the descriptions, unlike the VKG scheme which sends a single common message in all the descriptions. In essence, we show that allowing for a common codeword in every subset of descriptions provides better freedom in coordinating the messages which can be exploited constructively to achieve points outside the VKG region.
Keywords :
binary codes; channel coding; rate distortion theory; source coding; Hamming distortion measure; L-channel multiple descriptions; Venkataramani Kramer and Goyal scheme; binary symmetric source; combinatorial message sharing; improved achievable region; rate-distortion region; Decoding; Distortion measurement; Encoding; Indexes; Random variables; Rate-distortion; Multiple descriptions coding; Rate distortion theory; Source coding;
Conference_Titel :
Information Theory Workshop (ITW), 2011 IEEE
Conference_Location :
Paraty
Print_ISBN :
978-1-4577-0438-3
DOI :
10.1109/ITW.2011.6089354