Title :
Two-Way Source Coding With a Helper
Author :
Permuter, Haim H. ; Steinberg, Yossef ; Weissman, Tsachy
Author_Institution :
Dept. of Electr. & Comput. Eng. Dept., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
fDate :
6/1/2010 12:00:00 AM
Abstract :
Consider the two-way rate-distortion problem in which a helper sends a common limited-rate message to both users based on side information at its disposal. We characterize the region of achievable rates and distortions when the Markov relation (Helper)-(User 1)-(User 2) holds. The main insight of the result is that in order to achieve the optimal rate, the helper may use a binning scheme, as in Wyner-Ziv, where the side information at the decoder is the ¿further¿ user, namely, User 2. We derive these regions explicitly for the Gaussian sources with square error distortion, analyze a tradeoff between the rate from the helper and the rate from the source, and examine a special case where the helper has the freedom to send different messages, at different rates, to the encoder and the decoder. The converse proofs use a technique for verifying Markov relations via undirected graphs.
Keywords :
Gaussian processes; Markov processes; decoding; graph theory; rate distortion theory; source coding; Gaussian sources; Markov relations; Wyner-Ziv source coding; binning scheme; decoder; encoder; helper; limited-rate message; square error distortion; two-way rate-distortion problem; two-way source coding; undirected graphs; Decoding; Encoding; Error analysis; Information theory; Peer to peer computing; Protocols; Rate-distortion; Source coding; Rate-distortion; Wyner–Ziv source coding; two-way rate distortion; undirected graphs; verification of Markov relations;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2010.2046238