Takip Radarına Olan Menzili Kestirmek için Kümeleme ve Optimizasyon Tabanlı Çözümler

Serkan Uçan; Mustafa Atahan Nuhoğlu; Bevan Deniz Çılğın; Hakan Ali Çırpan

doi:10.1109/SIU61531.2024.10601147

Takip Radarına Olan Menzili Kestirmek için Kümeleme ve Optimizasyon Tabanlı Çözümler

Serkan Uçan^*
, Mustafa Atahan Nuhoğlu^*
, Bevan Deniz Çılğın^*
, Hakan Ali Çırpan

^*Bu çalışma için yazışmadan sorumlu yazar

Elektronik ve Hab.Müh.Bölümü

ASELSAN Inc.
Istanbul Technical University
Middle East Technical University

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

1 Atıf (Scopus)

Özet

In this study, we showed that an electronic warfare system can find its range to a radar if it is tracked by the radar. First, the time differences between the pulses sent by the radar are processed and converted into a two-dimensional range image. The empty corridor on this image shows the changing range to the target. We proposed three different methods to estimate the range to the radar by detecting this corridor. The first method uses DBSCAN and SVM methods together, while the others are methods based on particle swarm optimization (PSO) solving minimax and custom cost functions. Numerical analyzes showed that PSO-based optimization methods can estimate ranges quite well.

Tercüme edilen katkı başlığı	Clustering and Optimization Based Solutions to Estimate the Range to Tracking Radar
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9798350388961
DOI'lar	https://doi.org/10.1109/SIU61531.2024.10601147
Yayın durumu	Yayınlandı - 2024
Etkinlik	32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Mersin, Türkiye Süre: 15 May 2024 → 18 May 2024

Yayın serisi

Adı	32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024
Ülke/Bölge	Türkiye
Şehir	Mersin
Periyot	15/05/24 → 18/05/24

Bibliyografik not

Publisher Copyright:
© 2024 IEEE.

Keywords

classification
clustering
detection
electronic warfare
optimization
radar
tracking

Belgeye Erişim

10.1109/SIU61531.2024.10601147

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Uçan, S., Nuhoğlu, M. A., Çılğın, B. D., & Çırpan, H. A. (2024). Takip Radarına Olan Menzili Kestirmek için Kümeleme ve Optimizasyon Tabanlı Çözümler. In 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings (32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU61531.2024.10601147

Uçan, Serkan ; Nuhoğlu, Mustafa Atahan ; Çılğın, Bevan Deniz et al. / Takip Radarına Olan Menzili Kestirmek için Kümeleme ve Optimizasyon Tabanlı Çözümler. 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2024. (32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings).

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abstract = "In this study, we showed that an electronic warfare system can find its range to a radar if it is tracked by the radar. First, the time differences between the pulses sent by the radar are processed and converted into a two-dimensional range image. The empty corridor on this image shows the changing range to the target. We proposed three different methods to estimate the range to the radar by detecting this corridor. The first method uses DBSCAN and SVM methods together, while the others are methods based on particle swarm optimization (PSO) solving minimax and custom cost functions. Numerical analyzes showed that PSO-based optimization methods can estimate ranges quite well.",

keywords = "classification, clustering, detection, electronic warfare, optimization, radar, tracking",

author = "Serkan U{\c c}an and Nuhoğlu, \{Mustafa Atahan\} and {\c C}ılğın, \{Bevan Deniz\} and {\c C}ırpan, \{Hakan Ali\}",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 ; Conference date: 15-05-2024 Through 18-05-2024",

year = "2024",

doi = "10.1109/SIU61531.2024.10601147",

language = "T{\"u}rk{\c c}e",

series = "32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings",

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

booktitle = "32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings",

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Uçan, S, Nuhoğlu, MA, Çılğın, BD & Çırpan, HA 2024, Takip Radarına Olan Menzili Kestirmek için Kümeleme ve Optimizasyon Tabanlı Çözümler. in 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings. 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Türkiye, 15/05/24. https://doi.org/10.1109/SIU61531.2024.10601147

Takip Radarına Olan Menzili Kestirmek için Kümeleme ve Optimizasyon Tabanlı Çözümler. / Uçan, Serkan; Nuhoğlu, Mustafa Atahan; Çılğın, Bevan Deniz et al.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2024. (32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings).

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

TY - GEN

T1 - Takip Radarına Olan Menzili Kestirmek için Kümeleme ve Optimizasyon Tabanlı Çözümler

AU - Uçan, Serkan

AU - Nuhoğlu, Mustafa Atahan

AU - Çılğın, Bevan Deniz

AU - Çırpan, Hakan Ali

PY - 2024

Y1 - 2024

N2 - In this study, we showed that an electronic warfare system can find its range to a radar if it is tracked by the radar. First, the time differences between the pulses sent by the radar are processed and converted into a two-dimensional range image. The empty corridor on this image shows the changing range to the target. We proposed three different methods to estimate the range to the radar by detecting this corridor. The first method uses DBSCAN and SVM methods together, while the others are methods based on particle swarm optimization (PSO) solving minimax and custom cost functions. Numerical analyzes showed that PSO-based optimization methods can estimate ranges quite well.

AB - In this study, we showed that an electronic warfare system can find its range to a radar if it is tracked by the radar. First, the time differences between the pulses sent by the radar are processed and converted into a two-dimensional range image. The empty corridor on this image shows the changing range to the target. We proposed three different methods to estimate the range to the radar by detecting this corridor. The first method uses DBSCAN and SVM methods together, while the others are methods based on particle swarm optimization (PSO) solving minimax and custom cost functions. Numerical analyzes showed that PSO-based optimization methods can estimate ranges quite well.

KW - classification

KW - clustering

KW - detection

KW - electronic warfare

KW - optimization

KW - radar

KW - tracking

UR - https://www.scopus.com/pages/publications/85200833624

U2 - 10.1109/SIU61531.2024.10601147

DO - 10.1109/SIU61531.2024.10601147

M3 - Konferans katkısı

AN - SCOPUS:85200833624

T3 - 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings

BT - 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024

Y2 - 15 May 2024 through 18 May 2024

ER -

Uçan S, Nuhoğlu MA, Çılğın BD, Çırpan HA. Takip Radarına Olan Menzili Kestirmek için Kümeleme ve Optimizasyon Tabanlı Çözümler. In 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2024. (32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings). doi: 10.1109/SIU61531.2024.10601147

Takip Radarına Olan Menzili Kestirmek için Kümeleme ve Optimizasyon Tabanlı Çözümler

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap