Title :
Perception-based playout scheduling for high-quality real-time interactive multimedia
Author :
Huang, Zixia ; Nahrstedt, Klara
Author_Institution :
Univ. of Illinois at Urbana-ChampaignUrbana, Urbana, IL, USA
Abstract :
Existing media playout scheduling (MPS) schemes usually focus on selecting and scheduling packets according to optimized Internet media metrics, which are only partially relevant to the subjective human perception in the interactive system. The MPS design challenges are two-fold. First, human preferences are concurrently dominated by multiple quality attributes of the streaming media whose perceptual tradeoffs were not well understood, so they were not used as an integral part of an efficient MPS design. Second, people´s perceptions can be impacted by the flicker effect caused by Internet dynamics and the resulting MPS adaptations. In this paper, we propose a new and adaptive perception-based MPS scheme to deliver high-quality real-time interactive multimedia. We first investigate the perceptual tradeoffs among the multi-modal bundle streaming qualities in a real Internet environment. We then present our MPS design that finds the bundle quality tradeoffs, while minimizing flicker degradations. Evaluation results show the performance of our MPS scheme.
Keywords :
Internet; adaptive scheduling; interactive systems; media streaming; Internet dynamics; Internet media metrics; MPS adaptations; MPS design; adaptive perception-based playout scheduling; flicker degradation minimization; flicker effect; high-quality real-time interactive multimedia; human preferences; media playout scheduling scheme; multimodal bundle streaming qualities; packet scheduling; packet selection; people perceptions; perceptual tradeoffs; quality attributes; streaming media; subjective human perception; Delay; Humans; Internet; Media; Receivers; Streaming media;
Conference_Titel :
INFOCOM, 2012 Proceedings IEEE
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4673-0773-4
DOI :
10.1109/INFCOM.2012.6195700