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