DocumentCode
1350477
Title
MPEG-4 image transmission using MAP source-controlled channel decoding
Author
Van Dyck, Robert E.
Author_Institution
Dept. of Electr. Eng., Pennsylvania State Univ., University Park, PA, USA
Volume
18
Issue
6
fYear
2000
fDate
6/1/2000 12:00:00 AM
Firstpage
1087
Lastpage
1098
Abstract
In this paper, we develop an error resilient variant of the MPEG-4 embedded zerotree wavelet coder, suitable for mobile fading channels. The residual redundancy in the compressed bit stream provides implicit error protection through the use of source-controlled channel decoding; no explicit channel coding is used. We propose two slight modifications to the MPEG-4 coder. The first removes the arithmetic coding in the lowest frequency subband so that hidden Markov model-based MAP estimation of both the source index and the channel state can be easily applied. The change in bit rate is negligible, while performance during severe channel fading conditions can be greatly increased. The second modification adds variable length packetization to the compressed bit stream created from the higher frequency subbands. The individual packets are independently decodable. An optional rearrangement of the bits in each packet allows MAP estimation to be applied to these subbands as well. Simulation results show a significant performance improvement for the overall system.
Keywords
decoding; fading channels; hidden Markov models; maximum likelihood estimation; mobile radio; packet radio networks; telecommunication control; transform coding; video coding; visual communication; wavelet transforms; MAP estimation; MAP source-controlled channel decoding; MPEG-4 embedded zerotree wavelet coder; MPEG-4 image transmission; arithmetic coding; channel state; compressed bit stream; error protection; hidden Markov model-based MAP estimation; mobile fading channels; performance; residual redundancy; severe channel fading condition; source index; source-controlled channel decoding; variable length packetization; Decoding; Fading; Frequency estimation; Hidden Markov models; Image coding; Image communication; MPEG 4 Standard; Protection; Redundancy; Streaming media;
fLanguage
English
Journal_Title
Selected Areas in Communications, IEEE Journal on
Publisher
ieee
ISSN
0733-8716
Type
jour
DOI
10.1109/49.848258
Filename
848258
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