Title :
Traffic model for MPEG-compatible video service
Author :
Ming, Li Xue ; Dong, Men Ai ; Zong, Yuan Bao
Author_Institution :
Inst. of Inf. Sci., NJTU, Beijing, China
Abstract :
In this paper, a Markov chain with finite states is proposed to represent the statistics of a MPEG-based video service. The characteristic of our model is that the distribution function of each state can be simply represented by a Gaussian probability density function. The procedure for estimating the parameters of the model from a sample video service is also discussed in detail. The degree of agreement between our model and the tested data is proved by a K-S test
Keywords :
Gaussian distribution; Markov processes; parameter estimation; statistical analysis; telecommunication traffic; video signal processing; Gaussian probability density function; K-S test; MPEG; Markov chain; distribution function; finite states; parameter estimation; statistics; traffic model; video service; Asynchronous transfer mode; Electronic mail; Encoding; Signal processing algorithms; Statistics; Telecommunication traffic; Testing; Traffic control; Transform coding; Video compression;
Conference_Titel :
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4325-5
DOI :
10.1109/ICOSP.1998.770341
