Energy-Efficient Trajectory Planning with B-Splines and the Schoenberg Quasi-Interpolant
Few studies address the challenge of minimizing energy consumption during trajectory generation, particularly in the context of multicopter dynamics, characterized by strong non-linearity. This paper introduces a novel approach by formulating energy consumption as a function of $\mathbf{B}$-splines control points, enabling comprehensive optimization of total energy expenditure throughout the trajectory. To mitigate the complexity of representation, we leverage the Schoenberg quasi-interpolant, which not only facilitates the solution of the optimization problem but also effectively reduces computational overhead. The approach is validated through two distinct scenarios: a conventional trajectory used in precision agriculture, and a scenario involving more aggressive maneuvers.
Authors
- Vincent Marguet (ORCID: https://orcid.org/0009-0003-2002-6961)
- Florin Stoican (ORCID: https://orcid.org/0000-0002-4550-9113)
- Ionela Prodan
Institutions
- Institut polytechnique de Grenoble (FR)
- Universitatea Națională de Știință și Tehnologie Politehnica București (RO)
- Université Grenoble Alpes (FR)
Publication Details
- Published
- 2024-12-16
- DOI
- https://doi.org/10.1109/cdc56724.2024.10886501
- Citations
- 1
- Primary Topic
- Advanced Numerical Analysis Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.37