Efficient fractional Gaussian noise generation using the spatial renewal process

Author

Taralp, T. ; Devetsikiotis, Michael ; Lambadaris, IOannis

Author_Institution

Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont.

Volume

3

fYear

1998

fDate

7-11 Jun 1998

Firstpage

1456

Abstract

An efficient and easy technique to generate fractional Gaussian noise traffic based on the spatial renewal process is developed and demonstrated. The synthetically generated trace reproduces the desired marginal, autocorrelation and Hurst parameters well. The model is particularly suitable for use in the discrete-event simulation of queueing systems involving VBR compressed video and aggregated LAN traffic

Keywords

Gaussian noise; discrete event simulation; local area networks; parameter estimation; queueing theory; telecommunication traffic; Hurst parameters; VBR compressed video; aggregated LAN traffic; autocorrelation; discrete-event simulation; fractional Gaussian noise generation; fractional Gaussian noise traffic; marginal; queueing systems; spatial renewal process; synthetically generated trace; Autocorrelation; Discrete event simulation; Gaussian noise; Local area networks; Mathematics; Statistics; Steady-state; Systems engineering and theory; Traffic control; Video compression;

fLanguage

English

Publisher

ieee

Conference_Titel

Communications, 1998. ICC 98. Conference Record. 1998 IEEE International Conference on

Conference_Location

Atlanta, GA

Print_ISBN

0-7803-4788-9

Type

conf

DOI

10.1109/ICC.1998.683067

Filename

683067