Q-AIMD: A Congestion Aware Video Quality Control Mechanism

• Published in: 2013 20th International Packet Video Workshop pp. 1 - 8
• Main Authors: Tuan Tran Thai, Changuel, Nesrine, Kerboeuf, Sylvaine, Faucheux, Frederic, Lochin, Emmanuel, Lacan, Jerome
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01-12-2013
• Subjects: Bit rate; Multimedia communication; PSNR; Quality assessment; Streaming media
• ISSN: 2167-969X
• DOI: 10.1109/PV.2013.6691457

Following the constant increase of the multimedia traffic, it seems necessary to allow transport protocols to be aware of the video quality of the transmitted flows rather than the throughput. This paper proposes a novel transport mechanism adapted to video flows. Our proposal, called QAIMD for video quality AIMD (Additive Increase Multiplicative Decrease), enables fairness in video quality while transmitting multiple video flows. Targeting video quality fairness allows improving the overall video quality for all transmitted flows, especially when the transmitted videos provide various types of content with different spatial resolutions. In addition, QAIMD mitigates the occurrence of network congestion events, and dissolves the congestion whenever it occurs by decreasing the video quality and hence the bitrate. Using different video quality metrics, Q-AIMD is evaluated with different video contents and spatial resolutions. Simulation results show that Q-AIMD allows an improved overall video quality among the multiple transmitted video flows compared to a throughput-based congestion control by decreasing significantly the quality discrepancy between them.