Trajectory generation for 3D fly-by transitions using analytically constrained Bézier curves
Abstract Conventional trajectory generation remains inadequate for high-accuracy aircraft guidance because Dubins- and clothoid-based turn transitions contain discontinuities in curvature or curvature derivative. As a result, even when high-order guidance laws are used to reduce tracking error, the reference trajectory itself does not provide suitable higher-order feedforward commands. Existing solutions are also unsatisfactory because they either recover higher-order smoothness only approximately through post-processing, rely on numerical optimization, which is unsuitable for deterministic airborne systems, or do not actively account for aircraft dynamic constraints. This paper closes these gaps with a closed-form method for generating three-dimensional turn trajectories as ninth-order Bézier curves. The curve is constructed analytically from smoothness requirements and aircraft dynamic constraints, yielding a high-order reference trajectory that is both dynamically consistent and deterministic. The methods presented are integrated into an operational trajectory generation system and validated analytically and through flight testing on a 700 kg medical evacuation eVTOL aircraft.
Authors
- Agnes Steinert (ORCID: https://orcid.org/0000-0002-4999-6318)
- Florian Holzapfel (ORCID: https://orcid.org/0000-0003-4733-9186)
- Zoe Mbikayi (ORCID: https://orcid.org/0000-0003-4282-3403)
- Hugh H. -T. Liu
Institutions
- University of Toronto (CA)
- Institute of Flight (US)
- Technical University of Munich (DE)
Publication Details
- Journal
- CEAS Aeronautical Journal
- Published
- 2026-10-16
- DOI
- https://doi.org/10.1007/s13272-026-01023-4
- Primary Topic
- Aerospace Engineering and Control Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00