Measuring Multimedia Quality In Mobile Networks With An Objective Parametric Model
The perceived quality of a multimedia stream can be estimated with good accuracy with a parametric noreference opinion model taking codec, total coded bitrate, packet loss rate, and buffering events as input.
A rebuffering event in a multimedia stream severely reduces the perceived quality with up to 1.5 MOS units for a QCIF video. High packet loss rates can reduce the quality with as much as 2.5 MOS units. The effect of these two degradation types has been combined in a non-linear way together with information about codec and coded bitrate to form a parametric no-reference objective opinion model. The model shows good performance with RMSE of 0.33 and correlation coefficient of 0.93.
Jörgen Gustafsson, Gunnar Heikkilä, Martin Pettersson, ICIP 2008