This letter treats lossy source coding of binary sources with short linear block codes. It is numerically shown that very simple basis-reprocessing approach yields good rate-distortion performance with manageable computational complexity for small block lengths. The result for code lengths up to 100 outperforms the message-passing based encoding for low-density codes which are several times longer.
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Misako KOTANI, Motohiko ISAKA, "Lossy Coding of Binary Sources with Short Linear Codes" in IEICE TRANSACTIONS on Fundamentals,
vol. E93-A, no. 11, pp. 2074-2076, November 2010, doi: 10.1587/transfun.E93.A.2074.
Abstract: This letter treats lossy source coding of binary sources with short linear block codes. It is numerically shown that very simple basis-reprocessing approach yields good rate-distortion performance with manageable computational complexity for small block lengths. The result for code lengths up to 100 outperforms the message-passing based encoding for low-density codes which are several times longer.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E93.A.2074/_p
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@ARTICLE{e93-a_11_2074,
author={Misako KOTANI, Motohiko ISAKA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Lossy Coding of Binary Sources with Short Linear Codes},
year={2010},
volume={E93-A},
number={11},
pages={2074-2076},
abstract={This letter treats lossy source coding of binary sources with short linear block codes. It is numerically shown that very simple basis-reprocessing approach yields good rate-distortion performance with manageable computational complexity for small block lengths. The result for code lengths up to 100 outperforms the message-passing based encoding for low-density codes which are several times longer.},
keywords={},
doi={10.1587/transfun.E93.A.2074},
ISSN={1745-1337},
month={November},}
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TY - JOUR
TI - Lossy Coding of Binary Sources with Short Linear Codes
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 2074
EP - 2076
AU - Misako KOTANI
AU - Motohiko ISAKA
PY - 2010
DO - 10.1587/transfun.E93.A.2074
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E93-A
IS - 11
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - November 2010
AB - This letter treats lossy source coding of binary sources with short linear block codes. It is numerically shown that very simple basis-reprocessing approach yields good rate-distortion performance with manageable computational complexity for small block lengths. The result for code lengths up to 100 outperforms the message-passing based encoding for low-density codes which are several times longer.
ER -