An Efficiency-Complexity Controllable Rate Adaptive Lossy Source Coding-Hybrid Majority Voting Code

Abstract

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This letter proposes a practical source coding scheme, so-called hybrid majority voting (HMV) code, for lossy compression with a discrete memoryless source. Inspired by the coding scheme used in the classic rate-distortion theorem, we find a series of basic MV codes and analyze their rate-distortion performance. We then present an algorithm to find two component MV codes and apply them to lossy compression, group by group, to construct HMV codes. Finally, we show an example of joint source-channel coding based on the HMV code. The performance evaluation indicates that the HMV code makes it possible to easily control efficiency and complexity.

Authors:
Lin Wensheng, Matsumoto Tad

Publication type:
A1 Journal article – refereed

Place of publication:

Keywords:
discrete memoryless source, lossy source coding, non-linear compression, rate adaptation, rate-distortion

Published:

Full citation:
W. Lin and T. Matsumoto, “An Efficiency-Complexity Controllable Rate Adaptive Lossy Source Coding—Hybrid Majority Voting Code,” in IEEE Communications Letters, vol. 22, no. 12, pp. 2419-2422, Dec. 2018. doi: 10.1109/LCOMM.2018.2874220

DOI:
https://doi.org/10.1109/LCOMM.2018.2874220

Read the publication here:
http://urn.fi/urn:nbn:fi-fe2019052416988