Content-Aware Playout and Packet Scheduling For
IEEE TRANSACTIONS ON MULTIMEDIA, VOL. 10, NO. 5, AUGUST 2008 885 Content-Aware Playout and Packet Scheduling for Video Streaming Over Wireless Links Yan Li, Senior Member, IEEE, Athina Markopoulou, Member, IEEE, John Apostolopoulos, Fellow, IEEE, and Nicholas Bambos Abstract—Media streaming over wireless links is a challenging at the receiver (Rx), so as to overcome the variations of the problem due to both the unreliable, time-varying nature of the channel and maximize the perceived video quality, in terms of wireless channel and the stringent delivery requirements of media both picture and playout quality. We couple the action of the traffic. In this paper, we use joint control of packet scheduling at the transmitter and content-aware playout at the receiver, so as transmitter and the receiver, so that they coordinate to overcome to maximize the quality of media streaming over a wireless link. the variations of the wireless channel. We jointly consider and Our contributions are twofold. First, we formulate and study the optimize several layers, including packet scheduling at the problem of joint scheduling and playout control in the framework medium access control (MAC) layer, together with playout and of Markov decision processes. Second, we propose a novel con- content-awareness at the video application layer. Video content tent-aware adaptive playout control, that takes into account the content of a video sequence, and in particular the motion charac- is taken into account both in playout as well as in rate-distortion teristics of different scenes. We find that the joint scheduling and optimized packet scheduling. playout control can significantly improve the quality of the received We briefly note the following intuitive tradeoffs faced by the video, at the expense of only a small amount of playout slowdown.
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