DocumentCode
1138009
Title
Improved sequential MAP estimation of CABAC encoded data with objective adjustment of the complexity/efficiency tradeoff
Author
Ben Jamaa, S. ; Kieffer, Michel ; Duhamel, Pierre
Author_Institution
LSS, Univ. Paris-Sud, Gif-sur-Yvette, France
Volume
57
Issue
7
fYear
2009
fDate
7/1/2009 12:00:00 AM
Firstpage
2014
Lastpage
2023
Abstract
This paper presents an improved sequential MAP estimator to be used as a joint source-channel decoding technique for CABAC encoded data. The decoding process is compatible with realistic implementations of CABAC in standards like H.264, i.e, handling adaptive probabilities, context modeling and integer arithmetic coding. Soft-input decoding is obtained using an improved sequential decoding technique, which allows to obtain a tradeoff between complexity and efficiency. The algorithms are simulated in a context reminiscent of H264. Error detection is realized by exploiting on one side the properties of the binarization scheme and on the other side the redundancy left in the code string. As a result, the CABAC compression efficiency is preserved and no additional redundancy is introduced in the bit stream. Simulation results outline the efficiency of the proposed techniques for encoded data sent over AWGN and UMTS-OFDM channels.
Keywords
adaptive codes; arithmetic codes; binary codes; combined source-channel coding; computational complexity; data compression; maximum likelihood estimation; sequential decoding; video coding; AWGN channels; CABAC compression efficiency; CABAC encoded data; H.264; UMTS-OFDM channels; complexity-efficiency tradeoff; context modeling; context-based adaptive binary arithmetic coding; error detection; handling adaptive probabilities; improved sequential MAP estimation; integer arithmetic coding; joint source-channel decoding technique; sequential decoding technique; soft-input decoding; AWGN; Additive white noise; Arithmetic; Context modeling; Error correction; Gaussian noise; Internet; Maintenance; Maximum likelihood decoding; Redundancy; Arithmetic coding, joint source-channel decoding, MAP estimation, sequential decoding;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2009.07.070566
Filename
5165396
Link To Document