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
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;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2013.2272516