Modelling video packet transmission in IP networks using Hammerstein series and higher order cumulants

AEU - International Journal of Electronics and Communications

Volumn 63, Issue 5, 2009, Pages 406-411

  Antari, Jilali ^a   Zeroual, Abdelouhab ^a  

^a FACULTÉ DES SCIENCES SEMLALIA   (Morocco)

Author keywords

Hammerstein series; Higher order cumulants; IP networks; Modelling; Video packet transmission

Indexed keywords

HAMMERSTEIN SERIES; HIGHER ORDER CUMULANTS; IP NETWORKS; MODELLING; VIDEO PACKET TRANSMISSION;

IMAGE CODING; MEATS; PACKET NETWORKS; TIME SERIES;

INTERNET PROTOCOLS;

EID: 64849097238     PISSN: 14348411     EISSN: 16180399     Source Type: Journal    
DOI: 10.1016/j.aeue.2008.02.017     Document Type: Article

References (24)

1. Masugi M., and Takuma T. Using a Volterra system model to analyze nonlinear response in video-packet transmission over IP networks. Commun Nonlinear Sci Numer Simulat 12 (2007) 411-421
2. Antoniou I., Ivanov Vi.V., Ivanov Va.V., and Zrelov P.V. Wavelet filtering of network traffic measurements. Physica A 324 (2003) 733-753
3. Antoniou I., Ivanov Vi.V., Ivanov Va.V., and Zrelov P.V. On the log-normal distribution of network traffic. Physica D 167 (2002) 72-85
4. Elmzabi A, Bellafkih M, Ramdani M, Moraga C. Prédiction de la charge dans un réseau local par les séries chronologiques. Maghrebian conference on software engineering and artificial intelligence MCSEAI, Agadir-Morocco, 7-9 December 2006.
5. Hajji H. Statistical analysis of network traffic for adaptive faults detection. IEEE Trans Neural Networks 16 (2005) 1053-1063
6. Elmzabi A., Bellafkih M., and Ramdani M. An adaptive fuzzy clustering approach for the network management. Int J Inform Technol 3 (2006) 12-17
7. Antari J, Zeroual A. Safi S. Identification of diagonal quadratic models for the network management. Information and communication technologies international symposium ICTIS'07, 3-5 April, Fez-Morocco, 2007.
8. Safi S, Zeroual A. Identification of internet traffic using higher order statistics. Information and communication technologies international symposium ICTIS'07, 3-5 April, Fez-Morocco, 2007.
9. Kim M., and Noble B. Mobile network estimation. Proceedings of the seventh annual international conference on mobile computing and networking (2005) 298-309
10. Sang A., and Li S. A predictability analysis of network traffic. Computer Networks 39 (2002) 329-345
11. Adas A. Traffic models in broadband networks. IEEE Comm Mag 35 (1997) 82-89
12. Zhou B, He D, Sun Z, Ng WH. Network traffic modelling and prediction with ARIMA/GARTH, HET-NETs '06 conference. 11-13 September, 2006.
13. You C, Chandra K. Time series models for internet data traffic. In: Proceedings of the 24th conference on local computer networks 1999. p. 164-71.
14. Ralston J.C., Zoubir A.M., and Boashash B. Identification of a class of nonlinear systems under stationary non-Gaussian excitation. IEEE Trans Signal Process 45 (1997) 719-735
15. Masugi M. KS-entropy based analysis of IP-network traffic in terms of time variation of dynamical properties. Nonlinear Anal: RealWorld Appl 7 (2006) 364-377
16. Koukoulas P., and Kalouptsidis N. Blind identification of second order Hammerstein series. Signal Process 83 (2003) 213-234
17. Giannakis G.B. Wavelet phase reconstruction using cumulants. IEEE Trans Geosci Remote Sens 27 (1989) 452-455
18. Gatt G., and Kalouptsidis N. Identification of discrete-time state affine state space models using cumulants. Automatica 38 (2002) 1663-1681
19. Le Caillec J.-M., and Garello R. Time series nonlinearity modeling: a Giannakis formula type approach. Signal Process 83 (2003) 1759-1788
20. Brokwell P.J., and Davis R.A. Time series theory and methods. 2nd ed. (1991), Springer, London
21. Nikias C.L., and Mendel J.M. Signal processing with higher-order spectra. IEEE Signal Mag (1993) 10-37
22. Nikias C.L., and Petropulu A.P. Higher-order spectra analysis-a nonlinear signal processing framework (1993), PTR Prentice-Hall, Englewood Cliffs, NJ
23. Mendel J.R. Tutorial on highest-order statistics (spectra) in signal processing and system theory: theoretical results and some applications. Proc IEEE 79 (1991) 278-304
24. Safi S., Zeroual A., and Hassani M.M. Modelling solar half-hour data using fourth order cumulants. Int J Solar Energy 22 (2002) 67-81