An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling

Tao Chen; Jinsong Lin; Qing Yang; Zhongyu Li; Junjie Wu; Jianyu Yang

doi:10.1109/ICICSP59554.2023.10390599

An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling

Tao Chen
, Jinsong Lin
, Qing Yang
, Zhongyu Li
, Junjie Wu
, Jianyu Yang

University of Electronic Science and Technology of China

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In this paper, the problem of imaging targets with uniform rotation is investigated, and a solution method based on genetic algorithm and extended nonlinear chirp scaling is proposed. Firstly, the keystone transform and high-order range cell migration are performed to accomplish motion compensation. Then, the differential evolution (DE) algorithm, a mutant of the genetic algorithm, is utilized to search the optimal rotation parameters. In DE algorithm, the image entropy is adopted as the object function. Simulation results validate that the proposed method can estimate rotation parameters accurately and achieve desirable peak side-lobe ratio and integration side-lobe ratio.

Original language	English
Title of host publication	2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	172-176
Number of pages	5
ISBN (Electronic)	9798350339994
DOIs	https://doi.org/10.1109/ICICSP59554.2023.10390599
State	Published - 2023
Externally published	Yes
Event	6th International Conference on Information Communication and Signal Processing, ICICSP 2023 - Xi'an, China Duration: 23 Sep 2023 → 25 Sep 2023

Publication series

Name	2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023

Conference

Conference	6th International Conference on Information Communication and Signal Processing, ICICSP 2023
Country/Territory	China
City	Xi'an
Period	23/09/23 → 25/09/23

Keywords

differencial evolution algorithm
extended nonlinear chirp scaling
rotating targets
spatially variant Doppler coefficients
synthetic aperture radar

Access to Document

10.1109/ICICSP59554.2023.10390599

Cite this

Chen, T., Lin, J., Yang, Q., Li, Z., Wu, J., & Yang, J. (2023). An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling. In 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023 (pp. 172-176). (2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICICSP59554.2023.10390599

Chen, Tao ; Lin, Jinsong ; Yang, Qing et al. / An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling. 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 172-176 (2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023).

@inproceedings{39ae846a2ef04c9787fd3565fe0e48ad,

title = "An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling",

abstract = "In this paper, the problem of imaging targets with uniform rotation is investigated, and a solution method based on genetic algorithm and extended nonlinear chirp scaling is proposed. Firstly, the keystone transform and high-order range cell migration are performed to accomplish motion compensation. Then, the differential evolution (DE) algorithm, a mutant of the genetic algorithm, is utilized to search the optimal rotation parameters. In DE algorithm, the image entropy is adopted as the object function. Simulation results validate that the proposed method can estimate rotation parameters accurately and achieve desirable peak side-lobe ratio and integration side-lobe ratio.",

keywords = "differencial evolution algorithm, extended nonlinear chirp scaling, rotating targets, spatially variant Doppler coefficients, synthetic aperture radar",

author = "Tao Chen and Jinsong Lin and Qing Yang and Zhongyu Li and Junjie Wu and Jianyu Yang",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 6th International Conference on Information Communication and Signal Processing, ICICSP 2023 ; Conference date: 23-09-2023 Through 25-09-2023",

year = "2023",

doi = "10.1109/ICICSP59554.2023.10390599",

language = "英语",

series = "2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "172--176",

booktitle = "2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023",

}

Chen, T, Lin, J, Yang, Q, Li, Z, Wu, J & Yang, J 2023, An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling. in 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023. 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023, Institute of Electrical and Electronics Engineers Inc., pp. 172-176, 6th International Conference on Information Communication and Signal Processing, ICICSP 2023, Xi'an, China, 23/09/23. https://doi.org/10.1109/ICICSP59554.2023.10390599

An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling. / Chen, Tao; Lin, Jinsong; Yang, Qing et al.
2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023. Institute of Electrical and Electronics Engineers Inc., 2023. p. 172-176 (2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling

AU - Chen, Tao

AU - Lin, Jinsong

AU - Yang, Qing

AU - Li, Zhongyu

AU - Wu, Junjie

AU - Yang, Jianyu

PY - 2023

Y1 - 2023

N2 - In this paper, the problem of imaging targets with uniform rotation is investigated, and a solution method based on genetic algorithm and extended nonlinear chirp scaling is proposed. Firstly, the keystone transform and high-order range cell migration are performed to accomplish motion compensation. Then, the differential evolution (DE) algorithm, a mutant of the genetic algorithm, is utilized to search the optimal rotation parameters. In DE algorithm, the image entropy is adopted as the object function. Simulation results validate that the proposed method can estimate rotation parameters accurately and achieve desirable peak side-lobe ratio and integration side-lobe ratio.

AB - In this paper, the problem of imaging targets with uniform rotation is investigated, and a solution method based on genetic algorithm and extended nonlinear chirp scaling is proposed. Firstly, the keystone transform and high-order range cell migration are performed to accomplish motion compensation. Then, the differential evolution (DE) algorithm, a mutant of the genetic algorithm, is utilized to search the optimal rotation parameters. In DE algorithm, the image entropy is adopted as the object function. Simulation results validate that the proposed method can estimate rotation parameters accurately and achieve desirable peak side-lobe ratio and integration side-lobe ratio.

KW - differencial evolution algorithm

KW - extended nonlinear chirp scaling

KW - rotating targets

KW - spatially variant Doppler coefficients

KW - synthetic aperture radar

UR - https://www.scopus.com/pages/publications/85184822616

U2 - 10.1109/ICICSP59554.2023.10390599

DO - 10.1109/ICICSP59554.2023.10390599

M3 - 会议稿件

AN - SCOPUS:85184822616

T3 - 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023

SP - 172

EP - 176

BT - 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 6th International Conference on Information Communication and Signal Processing, ICICSP 2023

Y2 - 23 September 2023 through 25 September 2023

ER -

Chen T, Lin J, Yang Q, Li Z, Wu J, Yang J. An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling. In 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 172-176. (2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023). doi: 10.1109/ICICSP59554.2023.10390599

An Imaging Method for Ship Target Based on Rotation Parameters Estimation and Extended Nonlinear Chirp Scaling

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this