Multi-DRFM Jamming Localization Method Using hybrid TDOA-AOA Measurements in Distributed Array Radar

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper focuses on locating passively multiple digital radio frequency memory (DRFM) jammers in the three-dimensional (3D) space, using hybrid measurements of time difference of arrival (TDOA) and angle of arrival (AOA) observed by a distributed array radar. The method mainly comprises two steps: the grouping of multiple DRFM jamming signals and the jamming localization. Initially, jamming feature sets are generated by extracting amplitude distribution features from the received echoes. Next, leveraging within-cluster compactness and between-cluster separation of different DRFM jamming in the feature sets, we introduce an improved K-means clustering algorithm termed Davies-Bouldin index-based K-means (DBI-K-means). This algorithm integrates the Davies-Bouldin index into the traditional K-means clustering algorithm to improve cluster formation without prior information, enabling accurate estimation of the number of jammers and signal grouping. Furthermore, we propose a closed-form solution method based on multi-station TDOA and single-station AOA measurements. Numerical simulations validate the effectiveness of the proposed method and investigate the impact of AOA measurement errors on its performance.

Original languageEnglish
Title of host publicationFourth International Computational Imaging Conference, CITA 2024
EditorsXiaopeng Shao, Xiaopeng Shao
PublisherSPIE
ISBN (Electronic)9781510688834
DOIs
Publication statusPublished - 2025
Event4th International Computational Imaging Conference, CITA 2024 - Xiamen, China
Duration: 20 Sept 202422 Sept 2024

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume13542
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference4th International Computational Imaging Conference, CITA 2024
Country/TerritoryChina
CityXiamen
Period20/09/2422/09/24

Keywords

  • Distributed array radar
  • closed-form solution
  • grouping algorithm
  • hybrid measurements
  • main-lobe digital radio frequency memory (DRFM) jamming
  • multi-jamming localization

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