Relative DOA estimation method for UAV swarm based on phase difference information without fixed anchors

A key challenge for unmanned aerial vehicle (UAV) swarms is achieving inter-aircraft relative direction of arrival (DOA) estimation in global navigation satellite system (GNSS) denied environments without relying on fixed base stations. This paper proposes a Ultra-wide Bandwidth (UWB) based method where each UAV acts as both a transmitter and receiver, effectively functioning as a mobile base station. A theoretical framework for all-directional DOA estimation using a regular tetrahedral array is derived, resolving phase ambiguities via a genetic algorithm (GA) with phase difference information. Simulation results demonstrate that GA-UWB algorithm has a better performance than WP-UWB. When considering noise both in time difference and phase difference information, the algorithm proposed in this paper has a higher success rate.

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Publication Details

Journal
Scientific Reports
Published
2025-04-24
DOI
https://doi.org/10.1038/s41598-025-97961-w
Citations
3
Primary Topic
Indoor and Outdoor Localization Technologies
Type
article
Field-Weighted Citation Impact
2.19

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article

Relative DOA estimation method for UAV swarm based on phase difference information without fixed anchors

Yi Han, Jingjing Zhang, Jinglin Luo
3 citations
Scientific Reports
Indoor and Outdoor Localization Technologies
2.19
article

Relative DOA estimation method for UAV swarm based on phase difference information without fixed anchors

Yi Han, Jingjing Zhang, Jinglin Luo
article en
3 citations

Abstract

A key challenge for unmanned aerial vehicle (UAV) swarms is achieving inter-aircraft relative direction of arrival (DOA) estimation in global navigation satellite system (GNSS) denied environments without relying on fixed base stations. This paper proposes a Ultra-wide Bandwidth (UWB) based method where each UAV acts as both a transmitter and receiver, effectively functioning as a mobile base station. A theoretical framework for all-directional DOA estimation using a regular tetrahedral array is derived, resolving phase ambiguities via a genetic algorithm (GA) with phase difference information. Simulation results demonstrate that GA-UWB algorithm has a better performance than WP-UWB. When considering noise both in time difference and phase difference information, the algorithm proposed in this paper has a higher success rate.

Scientific ReportsVol. 15(1)
Foshan University (CN), Shenzhen Institute of Information Technology (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 13%
Indoor and Outdoor Localization Technologies
2.19
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Relative DOA estimation method for UAV swarm based on phase difference information without fixed anchors — Yi Han, Jingjing Zhang, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS