DocumentCode :
1938737
Title :
Multi-resolution adaptation of the SPIHT algorithm for multiple description
Author :
Varnica, Nedeljko ; Fleming, Michael ; Effros, Michelle
Author_Institution :
Sch. of Electr. Eng., Belgrade Univ., Serbia
fYear :
2000
fDate :
2000
Firstpage :
303
Lastpage :
312
Abstract :
Multiple description codes are data compression algorithms designed with the goal of minimizing the distortion caused by data loss in packet-based or diversity communications systems. Recently, techniques that achieve multiple description coding by combining embedded source codes with unequal error protection channel codes have become popular in the literature. These codes allow for data reconstruction with any subset of the transmitted packets and achieve progressively better source reconstructions as more and more packets are decoded. The given methods may be applied to any embedded source description. While applicability to all embedded source codes provides great flexibility, this separation approach begs the question of whether better performance could be achieved by taking advantage of the internal structure of a particular embedded code. In this paper, we investigate an extremely simple method for using an embedded source code´s internal state information in the construction of a multiple description code. In particular, we protect an embedded SPIHT bitstream by adding to that bitstream periodic descriptions of state information from the encoder, and we demonstrate how the state information can be used to recover lost bits. For low probabilities of network packet loss, the proposed algorithm achieves performance within 0.35 dB of the performance of a more sophisticated channel coding algorithm when both algorithms are applied to same SPIHT embedded source code
Keywords :
combined source-channel coding; error correction codes; minimisation; probability; rate distortion theory; signal reconstruction; signal resolution; SPIHT algorithm; channel codes; data compression; data reconstruction; distortion minimization; diversity communications systems; embedded source codes; internal state information; multi-resolution adaptation; multiple description codes; network packet loss; packet-based communications systems; performance; probabilities; unequal error protection; Algorithm design and analysis; Data compression; Decoding; Diversity reception; Error correction codes; Forward error correction; Image reconstruction; Performance loss; Protection; Rate distortion theory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Compression Conference, 2000. Proceedings. DCC 2000
Conference_Location :
Snowbird, UT
ISSN :
1068-0314
Print_ISBN :
0-7695-0592-9
Type :
conf
DOI :
10.1109/DCC.2000.838170
Filename :
838170
Link To Document :
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