Unequal channel protection of multiple description codes for wireless broadcast applications
| Autor: | Abdul Bais, Nima Sarshar, Tanay Dey |
|---|---|
| Rok vydání: | 2012 |
| Předmět: |
business.product_category
biology business.industry Network packet Computer science Quality of service Multiple description coding Turbo Real-time computing Data_CODINGANDINFORMATIONTHEORY biology.organism_classification Wireless access point Signal Processing Convex optimization Wireless Computer Vision and Pattern Recognition Electrical and Electronic Engineering business Error detection and correction Software Computer network |
| Zdroj: | Signal Processing: Image Communication. 27:625-636 |
| ISSN: | 0923-5965 |
| Popis: | We investigate the problem of optimal channel protection of multiple-description coded (MDC) multimedia contents at a wireless access point (WAP). For each MDC packet, the WAP has the option to protect and broadcast the packet using one of the available channel coders, or to drop the packet altogether. The goal is to optimize the channel protection strategy at packet level to maximize the expected reconstruction quality at wireless clients (in a rate-distortion sense), subject to the total bandwidth budget available to the WAP. For a fixed FEC-based MDC, we show how this optimization can be approximated by a convex optimization problem with linear constraints, and thus, can be solved efficiently. We verify the validity of our results through extensive simulations of a wireless image streaming system that employs multiple turbo channel coders to wirelessly broadcast images, where we report gains of more than 2.50dB PSNR. Interestingly, while the MDC is balanced, and therefore all packets have equal importance in the reconstruction, the optimal channel protection may require unequal error protection of packets. In other 0words, some packets may have to be protected with stronger channel coders. Next, we consider the case where the design of the MDC itself can also be optimized. We investigate the joint optimization of the channel protection strategy and the design of the MDC through an iterative approach. Our simulations show further gains of up to 3.32dB PSNR using this joint optimization. |
| Databáze: | OpenAIRE |
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