Title :
Efficient cross-layer resource allocation for H.264/SVC video transmission over downlink of an LTE system
Author :
Wang, Dawei ; Somayazulu, V. Srinivasa ; Foerster, Jeffrey R.
Author_Institution :
ECE Dept., Univ. of California, San Diego, La Jolla, CA, USA
Abstract :
We formulate a PHY/APP cross-layer resource allocation problem for efficient transmission of video streams in a multiple-user LTE downlink system. To achieve a predetermined video PSNR, the number of bits needed for different users is calculated using a parameterized Rate-Distortion (RD) model proposed by [4]. We design an admission policy which assigns frequency-time OFDMA channel resource to video users based on a cross layer metric. For the admitted users, we use a tracking algorithm to serve the users as the video source content and channel conditions evolve. The goal of the resource allocation is to maximize the number of admitted users from a fixed user population and guarantee that the video quality of admitted users will achieve the predetermined PSNR threshold. The performance of the proposed algorithms is compared to four baseline algorithms which exploit different levels of cross layer knowledge about the channel and source characteristics, and the results show benefits from cross-layer optimization.
Keywords :
Long Term Evolution; data compression; optimisation; video coding; video streaming; H.264-SVC video transmission; Long Term Evolution; PHY-APP cross-layer resource allocation problem; admission policy; baseline algorithms; cross layer knowledge; cross-layer optimization; fixed user population; frequency-time OFDMA channel; multiple-user LTE downlink system; parameterized RD model; parameterized rate-distortion model; predetermined video PSNR threshold; tracking algorithm; video quality; video source content; video streams; video users; Algorithm design and analysis; Base stations; Cross layer design; Resource management; Static VAr compensators; Streaming media; Throughput; H.264/SVC; LTE; Resource allocation; cross layer design; multiuser video communications system;
Conference_Titel :
World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2012 IEEE International Symposium on a
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4673-1238-7
Electronic_ISBN :
978-1-4673-1237-0
DOI :
10.1109/WoWMoM.2012.6263797