Poster Cooperative UAV Sensor Fusion for Precision Localization and Navigation in Load Transport

Cooperative UAV transport operations in GPS-denied environments pose significant challenges in localization, coordination, and payload stability. This paper introduces a vision-based Leader-Follower drone system using MAVROS and depth cameras for real-time pose estimation and control. The leader transmits pose and velocity updates to the follower, ensuring synchronized movements. The system maintained a 50 Hz update rate, achieving 28 FPS, 12 ms latency, and 1.2 cm position error on a straight path. The 3-DEE system effectively managed payload-induced attitude variations with low vibration levels and improved speed accuracy. These results confirm the system's robustness for precise localization and stable cooperative UAV transport.

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Published
2024-11-04
DOI
https://doi.org/10.1145/3666025.3699425
Primary Topic
Robotic Path Planning Algorithms
Type
article
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article

Poster Cooperative UAV Sensor Fusion for Precision Localization and Navigation in Load Transport

Endrowednes Kuantama, Avishkar Seth, Subhas Chandra Mukhopadhyay, Richard Han et al.
Robotic Path Planning Algorithms
article

Poster Cooperative UAV Sensor Fusion for Precision Localization and Navigation in Load Transport

Endrowednes Kuantama, Avishkar Seth, Subhas Chandra Mukhopadhyay, Richard Han, Alice James
article en

Abstract

Cooperative UAV transport operations in GPS-denied environments pose significant challenges in localization, coordination, and payload stability. This paper introduces a vision-based Leader-Follower drone system using MAVROS and depth cameras for real-time pose estimation and control. The leader transmits pose and velocity updates to the follower, ensuring synchronized movements. The system maintained a 50 Hz update rate, achieving 28 FPS, 12 ms latency, and 1.2 cm position error on a straight path. The 3-DEE system effectively managed payload-induced attitude variations with low vibration levels and improved speed accuracy. These results confirm the system's robustness for precise localization and stable cooperative UAV transport.

Macquarie University (AU)
Affordable and clean energy
Openalex Percentile: Top 81%
Robotic Path Planning Algorithms
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Poster Cooperative UAV Sensor Fusion for Precision Localization and Navigation in Load Transport — Endrowednes Kuantama, Avishkar Seth, et al. · (2024) | TGRS Research Map | TGRS