A method for generating non-Gaussian noise series with specified probability distribution and power spectrum

Author

Minfen, Shen ; Chan, Francis H Y ; Beadle, Patch J.

Author_Institution

Sci. Res. Center, Shantou Univ., Guangdong Shantou, China

Volume

2

fYear

2003

fDate

25-28 May 2003

Abstract

It is necessary to generate a non-Gaussian noise sequence in the simulation of the communication system and signal processing. In the design of some practical system such as radar system, we must generate a stationary noise sequence or clutter series with a specified non-Gaussian probability density function and a desired power spectrum for the purpose of testing the performance of the system. This paper presents a novel method by which such a non-Gaussian noise sequence can be generated. The simulation results are also demonstrated to show the effectiveness of the proposed method.

Keywords

clutter; probability; random noise; random sequences; clutter series; communication system; nonGaussian noise sequence; power spectrum; probability distribution; radar system; signal processing; stationary noise sequence; test simulation; Clutter; Gaussian noise; Noise generators; Nonlinear systems; Power generation; Probability density function; Probability distribution; Radar signal processing; Random sequences; System testing;

fLanguage

English

Publisher

ieee

Conference_Titel

Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on

Print_ISBN

0-7803-7761-3

Type

conf

DOI

10.1109/ISCAS.2003.1205860

Filename

1205860