Trust-Based Collision Avoidance for Unmanned Aircraft Systems
The rapid expansion of Unmanned Aircraft (UA) usage has increased the need for reliable collision avoidance systems. This paper presents a trust-based, sensor-free collision avoidance system for UAs, leveraging the Drone Remote Identification Protocol (DRIP) to establish trust between aircraft. The proposed system uses a geometric-based cooperative avoidance method to optimize efficiency and a fail-safe repulsion avoidance mechanism for enhanced safety. The proposed system’s effectiveness is evaluated through a series of simulations and real-world tests, focusing on metrics such as safety, flight distance, flight time, and acceleration requirements. The results are promising, indicating that the trust-based approach may successfully balance efficiency and safety, providing insights into potential use cases for DRIP.
Authors
- Anastasia Lemetti (ORCID: https://orcid.org/0000-0002-7804-9328)
- Mariusz Wzorek (ORCID: https://orcid.org/0000-0003-2147-2114)
- Andrei Gurtov (ORCID: https://orcid.org/0000-0002-9829-9287)
- Zelong Wang (ORCID: https://orcid.org/0009-0000-6936-4716)
- Ernst Larsson-Kapp
- Ville Kniivilä
Institutions
- Linköping University (SE)
Publication Details
- Published
- 2024-11-28
- DOI
- https://doi.org/10.1109/incas63820.2024.10798560
- Primary Topic
- Air Traffic Management and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00