DocumentCode
28181
Title
PET Protection Optimization for Streaming Scalable Videos With Multiple Transmissions
Author
Ruiqin Xiong ; Taubman, David S. ; Sivaraman, Vijay
Author_Institution
Sch. of Electron. Eng. & Comput. Sci., Peking Univ., Beijing, China
Volume
22
Issue
11
fYear
2013
fDate
Nov. 2013
Firstpage
4364
Lastpage
4379
Abstract
This paper investigates priority encoding transmission (PET) protection for streaming scalably compressed video streams over erasure channels, for the scenarios where a small number of retransmissions are allowed. In principle, the optimal protection depends not only on the importance of each stream element, but also on the expected channel behavior. By formulating a collection of hypotheses concerning its own behavior in future transmissions, limited-retransmission PET (LR-PET) effectively constructs channel codes spanning multiple transmission slots and thus offers better protection efficiency than the original PET. As the number of transmission opportunities increases, the optimization for LR-PET becomes very challenging because the number of hypothetical retransmission paths increases exponentially. As a key contribution, this paper develops a method to derive the effective recovery-probability versus redundancy-rate characteristic for the LR-PET procedure with any number of transmission opportunities. This significantly accelerates the protection assignment procedure in the original LR-PET with only two transmissions, and also makes a quick and optimal protection assignment feasible for scenarios where more transmissions are possible. This paper also gives a concrete proof to the redundancy embedding property of the channel codes formed by LR-PET, which allows for a decoupled optimization for sequentially dependent source elements with convex utility-length characteristic. This essentially justifies the source-independent construction of the protection convex hull for LR-PET.
Keywords
channel coding; optimisation; video coding; video streaming; LR-PET; PET protection optimization; channel codes; erasure channels; expected channel behavior; limited retransmission PET; multiple transmissions; optimal protection; priority encoding transmission; protection convex; recovery probability; source independent construction; stream element; streaming scalable videos; Indexes; Optimization; Packet loss; Positron emission tomography; Redundancy; Videos; Error correction; feedback; hybrid-ARQ; priority encoding transmission (PET); retransmission; scalable video; Algorithms; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Photography; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Video Recording;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2013.2272516
Filename
6555825
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