Title :
A Fast Algorithm of the Optimal Smoothing Scheme for Transmitting Stored Video
Author :
Wang, Zilei ; Xi, Hongsheng ; Wei, Guo
Author_Institution :
Key Lab. of Network Commun. Syst. & Control, Univ. of Sci. & Technol. of China (USTC), Hefei, China
Abstract :
Minimum changes bandwidth allocation (MCBA) is an optimal video transmission scheme resulting in the minimum number of rate changes with the minimum peak rate, which can reduce renegotiation frequency in statistical multiplexing service. The existing MCBA algorithm with searching frontiers, however, has a high computational complexity, which depressed the applicability of MCBA. In this paper, we design a fast algorithm of MCBA that examines for the bounded point based on the convex envelopes of the overflow and underflow curve. As a result, our algorithm can work out an MCBA scheme in a shorter time because we can find the bounded point with a linear complexity, and calculate each transmission rate within several iterations. The simulation using real video traces confirmed the philosophy and efficiency of our algorithm.
Keywords :
bandwidth allocation; communication complexity; data communication; multiplexing; smoothing methods; statistical analysis; video coding; video communication; convex envelope; linear complexity; minimum change bandwidth allocation; optimal smoothing scheme; overflow curve; renegotiation frequency; statistical multiplexing service; stored video transmission; underflow curve; Bandwidth; Channel allocation; Communication system control; Computational complexity; Control systems; Optimal control; Smoothing methods; Storage automation; Streaming media; Systems engineering and theory; bandwidth smooghing; convex envelope; fast algorithm; minimum changes bandwidth allocation (MCBA); multimedia transmission;
Conference_Titel :
Control, Automation and Systems Engineering, 2009. CASE 2009. IITA International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-0-7695-3728-3
DOI :
10.1109/CASE.2009.24