Prediction of long-range-dependent discrete-time fractional Brownian motion process

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2003, Pages 213-216

  Yao, Lei ^a   Doroslovački, Miloš ^a  

^a The George Washington University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DISCRETE TIME CONTROL SYSTEMS; ERROR ANALYSIS; INTERNET; SIGNAL FILTERING AND PREDICTION; TELECOMMUNICATION TRAFFIC;

MEAN-SQUARE-ERRORS (MSE);

BROWNIAN MOVEMENT;

EID: 0141787004     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. W. Leland, M. Taqqu, W. Willinger, and D. Wilson, "On the self-similar nature of Ethernet Traffic," Proc. ACM SIGCOMM'93, pp.183-193, 1993.
2. W. Willinger, M.S. Taqqu, R. Sherman and D.V. Wilson, "Self-similarity through high-variability: statistical analysis of Ethernet LAN traffic at the source level," IEEE/ACM Trans. on Networking, Vol. 5, No. 1, Feb. 1997.
3. V. Paxson and S. Floyd, "Wide-area traffic: the failure of Poisson modeling," Proc. SIGCOMM'94, Sept. 1994.
4. J. Cao, W. S. Cleveland, D. Lin, D. X. Sun, "Internet Traffic Tends toward Poisson and Independent as the Load Increases", Nonlinear Estimation and Classification, C. Holmes, D. Denison, M. Hansen, B. Yu, B. Mallick - editors, Springer, 2002.
5. J. Beran, R. Sherman, and W. Willinger, "Long-range dependence in VBR video traffic," IEEE Trans. on Comm, Vol. 43, No. 2/3/4, 1566-79, 1995.
6. D. Duffy, A. McIntosh, M. Rosenstein, and W. Willinger, "Statistical analysis of CCSN/SS7 traffic data from working CCS subnetworks," IEEE JSAC, Vol. 12, 544-551, Apr. 1994.
7. M. E. Crovella and A. Bestavros, "Self-similarity in World Wide Web traffic: evidence and possible causes," IEEE/ACM Trans. On Networking, Vol. 5, No. 6, pp.835-846, Dec. 1997.
8. L. Yao, "Queuing Analysis and Control of Long Range Dependent Traffic - Applications to Internet Traffic Engineering," Technical Report, Department of Electrical and Computer Engineering, the George Washington University, Oct. 2002.
9. T. Tuan and K. Park, "Congestion control for self-similar network traffic," Performance Evaluation, 36:359-386, 1999.
10. R. J. Bhansali and P. S. Kokoszka, "Prediction of long-memory time series: an overview," Estadistica 2001.
11. G. Gripenberg and I. Norros, "On the prediction of fractional Brownian motion," Technical Report, 1995.
12. I. Norros, "On the use of fractional Brownian motion in the Theory of Connectionless Networks," IEEE JSAC, Vol. 13, No. 6, Aug. 1995.