Method and apparatus for forecasting future values of a time ser

Details Method and apparatus for forecasting future values of a time ser Method and apparatus for forecasting future values of a time ser

1997-06-05

2000-09-26

Nguyen, Chau

Multiplex communications

Data flow congestion prevention or control

Control of data admission to the network

370255, 370468, 706 22, H04J 116, H04J 316, H04L 1228, G06F 1518

Patent

active

061251054

ABSTRACT:
A method of predicting at least one future value of a time series of data using a neural network comprising the steps of:

REFERENCES:
patent: 5354957 (1994-10-01), Robertson
patent: 5793976 (1998-08-01), Chen et al.
patent: 5812526 (1998-09-01), Chang et al.
patent: 5818815 (1998-10-01), Carpentier et al.
patent: 5854899 (1998-12-01), Callon et al.
patent: 5898673 (1999-04-01), Riggan et al.
patent: 5956702 (1999-09-01), Matsuoka et al.
Amir Sarajedini & Paul M. Chau, Quality of Service Prediction using Neural Networks, IEEE, 1996.
G Dorffner, "Neural Networks for Time Series Processing", IDG 1996, pp. 447-468.
S Chong, S Li and J Ghosh, "Predictive Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM", IEEE Journal on Selected Areas on Communications, vol. 13, No. 1, Jan. 1995, pp. 12-23.
Z Fan and P Mars, "ATM Traffic Prediction Using FIR Neural Networks", School of Engineering, University of Durham, UK, pp. 34/1-34/10.
F Takens, "Detecting Strange Attractors in Turbulence", Comm Math Phys (1971), vol. 20, pp. 167-192.
Ricardo Mame, "On the Dimension of the Compact Invariant Sets of Certain Non-Linear Maps", preprint IMPA, Rio de Janeiro 1980.
Richard Rohwer "The Time Dimension of Neural Network Models", SIGART Bulletin, vol. 5, No. 3, pp. 36-44.
J-C Chappelier and A Grumbach, "Time in Neural Networks", SIGART Bulletin, vol. 5, No. 3, pp. 3-11.
Zaiyong Tang, Chrys de Almeida and Paul A Fishwick, "Time Series Forecasting Using Neural Networks vs Box-Jenkins Methodology", Nov. 1991, Simulation, pp. 313-310.
Eric A Wan, "Time Series Prediction by Using a Connectionist Network with Internal Delay Lines", In Time Series Prediction. Forecasting the Future and Understanding the Past, Eds A Weigend and N Gershenfeld, SFI Studies in the Sciences of Complexity, Proc. vol. XVII, Addison-Wesley, 1994.

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