Deinterleaving and Clustering unknown RADAR pulses

被引：13

作者：

Mottier, Manon ^{[1
]}

Chardon, Gilles ^{[1
]}

Pascal, Frederic ^{[1
]}

机构：

[1] Univ Paris Saclay, CNRS, Cent Supelec, Lab Signaux & Syst, F-91190 Gif Sur Yvette, France

来源：

2021 IEEE RADAR CONFERENCE (RADARCONF21): RADAR ON THE MOVE | 2021年

关键词：

Electronic warfare; clustering; optimal transport;

D O I：

10.1109/RadarConf2147009.2021.9455272

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper, a two-step methodology is developed to deinterlace RADAR signals. We mainly worked from a data simulator to obtain a large diversity of signals representing typical RADARs. First, a clustering algorithm is used to separate the pulses in the F-PW (Frequency-Pulse Width) plane, then a phase of cluster agglomeration is performed using the cluster output of the previous step as a features for an hierarchical agglomerative clustering combined with optimal transport distances. Results on labeled simulated data are given.

引用

页数：6

共 50 条

[41] A radar pulse train deinterleaving method for missing and short observations
Guo, Qiang
Huang, Shuai
Qi, Liangang
Wang, Yani
Kaliuzhnyi, Mykola
DIGITAL SIGNAL PROCESSING, 2023, 141
[42] Improved method for deinterleaving radar signals and estimating PRI values
Liu, Yanchao
Zhang, Qunying
IET RADAR SONAR AND NAVIGATION, 2018, 12 (05): : 506 - 514
[43] Discrete wavelet transform based methodology for radar pulse deinterleaving
Rashi Dutt
Anuradha Balouria
Amit Acharyya
CSI Transactions on ICT, 2019, 7 (2) : 141 - 147
[44] Image Segmentation for Radar Signal Deinterleaving Using Deep Learning
Nuhoglu, Mustafa Atahan
Alp, Yasar Kemal
Ulusoy, Mehmet Ege Can
Cirpan, Hakan Ali
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 59 (01) : 541 - 554
[45] A Novel Deinterleaving Algorithm of Radar Pulse Signal Based on DSP
Wang Jun
Lei Peng
Yang Dong
Li Wei
Yan Xinyu
ISIE: 2009 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, 2009, : 1882 - 1886
[46] An Overview and Classification of Machine Learning Approaches for Radar Signal Deinterleaving
Lesieur, Louis
Le Caillec, Jean-Marc
Khenchaf, Ali
Guardia, Vincent
Toumi, Abdelmalek
IEEE ACCESS, 2025, 13 : 28008 - 28028
[47] A comparison of self-organizing neural networks for fast clustering of radar pulses
Granger, E
Savaria, Y
Lavoie, P
Cantin, MA
SIGNAL PROCESSING, 1998, 64 (03) : 249 - 269
[48] A Novel Method for Deinterleaving of Radar Signals Using Blind Source Separation
Lu Wei
Ma Ming
INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 1053 - 1057
[49] Deep ToA Mask-Based Recursive Radar Pulse Deinterleaving
Xiang, Haoran
Shen, Furao
Zhao, Jian
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 59 (02) : 989 - 1006
[50] Sequential Monte-Carlo methods for radar pulse train deinterleaving
Szkolnik, JJ
Quinquis, A
Seventh IASTED International Conference on Signal and Image Processing, 2005, : 311 - 314

← 1 2 3 4 5 →