“…The mean of cells generated per frame, \x, and the standard deviation of cells generated per frame, a, are the two parameters used in bandwidth estimations. A statistical model, found in [13], uses the average bit-rate, the bit-rate variance, and the peak bit-rate of a video source as parameters to characterize the video source. Using simulation results, [14] shows that a VBR bit-rate video stream can be characterized using statistical measures such as the marginal distributions and the peak-to-average ratio of the bit-rates.…”