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However, the maximum throughput does not guarantee the minimum video distortion at the receiver for the following reasons.
Second, the minimum bit rate of each MBMS for achieving the minimum video quality has to be guaranteed.
Second, for each user that requests MBMSs, the system must guarantee the minimum bit rate required for achieving the minimum video quality.
We consider that the service provider adopts a maxmin policy to improve fairness in terms of the minimum video quality across all receivers regardless of their channel conditions.
Figure 5 Video service range: minimum video stream rate line( r _min) and maximum video rate line( r _max) of (1) City, (2) Soccer.
In this paper, inspired by the real-time scalable video that has a hard deadline and decoding dependency between video layers, we are interested in designing an efficient IDNC framework that maximizes the minimum number of decoded video layers over all receivers before the deadline (i.e., improves fairness in terms of the minimum video quality across all receivers).
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To increase the minimum decoded video layers while respecting the mean decoded video layers, an efficient threshold λ for the EW-IDNC algorithm is around 0.95 and an efficient threshold λ for the EW-RLNC algorithm is around 0.65.
VQD has revealed its superiority over PWD and SCS-CR in the sense that it has the shortest average queue lengths for both AC_VI and AAC_VI, the minimum average video packet delay, the maximum number of received and survived video packets, and the highest value of average Y-PSNR, considering their variations with different congestion levels under various real-time constraints.
The base layer data contains the most essential information that provides a minimum level video quality.
As expected, Max-Clique and IPE algorithms perform poorly compared to our proposed EW-IDNC and NOW-IDNC algorithms in terms of the minimum decoded video layers.
Our proposed NOW-IDNC algorithm achieves a similar performance compared to EW-IDNC and EW-RLNC algorithms in terms of the minimum decoded video layers.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com