2012Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIERequires access

Generating method study of colored processes

Qiuliang Shi, Pingbo Wang, Lixue Hong, Dazhen Li

Open publisher page 0 citations

Abstract

The colored processes simulation is often used in wide-band signal processing. No matter being Gaussian or non- Gaussian, it is the main method to generate the colored processes that through passing white driving into an autoregressive filter to fit an assigned power spectrum. After the general technology of autoregressive mode fitting assigned power spectrum is discussed, from quantitative and qualitative aspects, the practical colored processes simulation methods are given.. Finally, a numerical instance is illustrated.

About this research paper

What this paper is about

The colored processes simulation is often used in wide-band signal processing. No matter being Gaussian or non- Gaussian, it is the main method to generate the colored processes that through passing white driving into an autoregressive filter to fit an assigned power spectrum. After the general technology of autoregressive mode fitting assigned power spectrum is discussed, from quantitative and qualitative aspects, the practical colored processes simulation methods are given.. Finally, a numerical instance is illustrated.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

The colored processes simulation is often used in wide-band signal processing. No matter being Gaussian or non- Gaussian, it is the main method to generate the colored processes that through passing white driving into an autoregressive filter to fit an assigned power spectrum. After the general technology of autoregressive mode fitting assigned power spectrum is discussed, from quantitative and qualitative aspects, the practical colored processes simulation methods are given.. Finally, a numerical instance is illustrated.

Key concepts: Colored, Autoregressive model, Colors of noise, Computer science, Gaussian process, Algorithm, Gaussian, Spectral density

Related papers

Back to paper searchBrowse research topicsOriginal source
Generating method study of colored processes — Research Paper | ScholarLens