Title :
Real-time streaming media playout algorithm based on RBF delay prediction
Author :
Dai, Lin ; You, Tiantong
Author_Institution :
Center for Discrete Math. & Theor. Comput. Sci. / Software Coll., Fuzhou Univ., Fuzhou, China
Abstract :
Analyzing two important indicators of real-time streaming media system, and then aiming at the drawbacks of the conventional real-time streaming media playout algorithm and the playout algorithm based on Differencing AR, a real-time streaming media playout algorithm based on RBF (radial basis function) delay prediction is proposed. The algorithm takes the initiative to adjust the time interval to ensure the continuity of playout and reduce average buffer delay in different situation with time-based forecasts by predicting the receive time and playout time. Finally, compared with other algorithms, the experiment result shows that this algorithm is effective.
Keywords :
media streaming; radial basis function networks; RBF delay prediction; differencing AR; radial basis function delay prediction; real-time streaming media playout algorithm; Correlation; Delay; Prediction algorithms; Real time systems; Solid modeling; Three dimensional displays; Differencing AR; RBF; Real-time streaming media; buffer delay;
Conference_Titel :
Broadband Network and Multimedia Technology (IC-BNMT), 2010 3rd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6769-3
DOI :
10.1109/ICBNMT.2010.5705191