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30266

Multiple Targets Tracking Method Based on Finite-Set Statistics in radar system

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Last updated: 24 Dec 2024

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Abstract

The multiple targets tracking method based on probability hypothesis density filter and its application results in radar system are given. First of all, the theory background of the PHD filtering was introduced. Secondly, the basic concepts and algorithm framework of PHD filtering are reviewed. Then the deficiencies in the engineering application are pointed out, and the Multi-targets tracking method based on PHD filter in radar system is presented. Finally, the results for engineering applications of the multiple target tracking based on PHD filtering in radar system are introduced. Results showed that the PHD filter can effectively solve the problems of Track initiation, organizing batch, and so on, under the condition of low detection probability.

DOI

10.21608/iceeng.2016.30266

Keywords

Radar, Multiple target tracking, low detection probability, Probability hypothesis density filter, Track initiation

Authors

First Name

Xu

Last Name

Jian

MiddleName

-

Affiliation

Department 8th, Nanjing Research Institute of Electronic Engineering, Nanjing, China, 210014.This work was supported by National Natural Science Foundation 61403352.

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Orcid

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First Name

Huang

Last Name

Zhiliang

MiddleName

-

Affiliation

Department 8th, Nanjing Research Institute of Electronic Engineering, Nanjing, China, 210014.This work was supported by National Natural Science Foundation 61403352.

Email

-

City

-

Orcid

-

First Name

Huang

Last Name

Fangming

MiddleName

-

Affiliation

Department 8th, Nanjing Research Institute of Electronic Engineering, Nanjing, China, 210014.This work was supported by National Natural Science Foundation 61403352.

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City

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Orcid

-

First Name

Wang

Last Name

yifeng

MiddleName

-

Affiliation

Department 8th, Nanjing Research Institute of Electronic Engineering, Nanjing, China, 210014.This work was supported by National Natural Science Foundation 61403352.

Email

-

City

-

Orcid

-

First Name

Sun

Last Name

Yishen

MiddleName

-

Affiliation

Department 8th, Nanjing Research Institute of Electronic Engineering, Nanjing, China, 210014.This work was supported by National Natural Science Foundation 61403352.

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Volume

10

Article Issue

10th International Conference on Electrical Engineering ICEENG 2016

Related Issue

5244

Issue Date

2016-04-01

Receive Date

2019-04-16

Publish Date

2016-04-01

Page Start

1

Page End

13

Print ISSN

2636-4433

Online ISSN

2636-4441

Article File

ICEENG_Volume 10_Issue 10th International Conference on Electrical Engineering I….pdf

PDF . 191.0kB

Link

https://iceeng.journals.ekb.eg/article_30266.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=30266

Order

13

Type

Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

https://iceeng.journals.ekb.eg/

MainTitle

Multiple Targets Tracking Method Based on Finite-Set Statistics in radar system

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Article

Created At

22 Jan 2023