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24128

A SPACE-TIME ADAPTIVE PROCESSING WITH CHAOTIC AND QUADRATIC CHANGE OF PRF

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Last updated: 04 Jan 2025

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Abstract

In this paper, the effect of the change of Pulse Repetition Frequency (PRF) on the performances of the STAP with reduced rank is discussed. The numerical evaluation is based on two different models of changing the PRF, namely quadratic and chaotic but with two methods of reduction of the rank: Principle Components (PC) and Signal to Interference Noise Ratio (SINR metric). Rank reduction reduces the computing time and cost. The simulation results show that the change of PRF solves well the problem of ambiguities while using a reduced rank of covariance matrix of the environment. Indeed, the notches of the clutter are eliminated. Also, a comparative study between the two methods, quadratic change and chaotic change, shows that the chaotic change is better and this is due to the simplicity of the generation of the impulses on one hand, while on the other hand, the chaotic change has the possibility of taking a large variety of PRFs at the same time. In fact, we use the properties of a chaotic system, such as sensitivity of initial conditions, mixture, and density of periodic points to sweep all the space. The changes of frequencies used are numerous, and are generated (according to an equation modelling the environment).

DOI

10.21608/asat.2007.24128

Keywords

Space time adaptive processing, STAP, PRF, chaotic change, quadratic change

Authors

First Name

Dib

Last Name

S.

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Affiliation

Assistant professor, Dpt. of electronics, University of Jijel, Algeria. Now she is a visiting scholar at the Dpt. of signal and image processing, ENST/TSI, Telecom Paris, France.

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First Name

Barkat

Last Name

M.

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Affiliation

Professor, Dpt. of Electrical Engineering, American University of Sharjah, UAE.

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First Name

Grimes

Last Name

M.

MiddleName

-

Affiliation

Graduate student, Dpt. of Electronics, University of Jijel, Algeria.

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First Name

Nicolas

Last Name

M.

MiddleName

J.

Affiliation

Professor, Dpt. of signal and image processing, ENST/TSI, Telecom Paris, France.

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Volume

12

Article Issue

ASAT Conference, 29-31 May 2007

Related Issue

4431

Issue Date

2007-05-01

Receive Date

2019-01-10

Publish Date

2007-05-01

Page Start

1

Page End

12

Print ISSN

2090-0678

Online ISSN

2636-364X

Link

https://asat.journals.ekb.eg/article_24128.html

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https://asat.journals.ekb.eg/service?article_code=24128

Order

109

Type

Original Article

Type Code

737

Publication Type

Journal

Publication Title

International Conference on Aerospace Sciences and Aviation Technology

Publication Link

https://asat.journals.ekb.eg/

MainTitle

A SPACE-TIME ADAPTIVE PROCESSING WITH CHAOTIC AND QUADRATIC CHANGE OF PRF

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Article

Created At

22 Jan 2023