Distributed Successive Approximation Coding using Broadcast Advantage: the Two-Encoder Case

Traditional distributed source coding rarely considers the possible link between separate encoders. However, the broadcast nature of wireless communication in sensor networks provides a free gossip mechanism which can be used to simplify encoding/decoding and reduce transmission power. Using this broadcast advantage, we present a new two-encoder scheme which imitates the ping-pong game and has a successive approximation structure. For the quadratic Gaussian case, we prove that this scheme is successively refinable on the {sum-rate, distortion pair} surface, which is characterized by the rate-distortion region of the distributed two-encoder source coding. A potential energy saving over conventional distributed coding is also illustrated. This ping-pong distributed coding idea can be extended to the multiple encoder case and provides the theoretical foundation for a new class of distributed image coding method in wireless scenarios.

Published in:
Proceedings of the 48th Annual Allerton Conference on Communication, Control and Computing
Presented at:
48th Annual Allerton Conference on Communication, Control and Computing, Monticello, IL, USA, September 29 - October 1, 2010

 Record created 2010-10-21, last modified 2019-04-16

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