The availability of an ecient and reliable path planning strategy is a great benet to mobile robots. Being able to intelligently connect a series of waypoints is a crucial requirement for the execution of autonomous navigation tasks. Several performance indices can be used to evaluate the goodness of a path, including its length and smoothness. In this paper, the authors focus on planar path planning for mobile robots; Bezier curves are employed, optimizing the computed path with respect to length and curvature, the latter used as a measure of smoothness. Due to the complexity of the objective function, optimization is performed by means of a direct search method. The proposed approach aims at generating paths oering advantages to mobile robots navigation in terms of controllability and reducing the related power consumption. The performed tests show that the presented method allows to achieve interesting results, suggesting its viability as a suitable path planning strategy for dierent kinds of mobile robots.
Generic Path Planning Algorithm for Mobile Robots Based on Bézier Curves / Costanzi, Riccardo; Fanelli, Francesco; Meli, Enrico; Ridolfi, Alessandro; Allotta, Benedetto. - ELETTRONICO. - 49:(2016), pp. 145-150. (Intervento presentato al convegno 9th IFAC Symposium on Intelligent Autonomous Vehicles tenutosi a Messe Leipzig, Germany nel June 29 - July 1, 2016) [10.1016/j.ifacol.2016.07.723].
Generic Path Planning Algorithm for Mobile Robots Based on Bézier Curves
FANELLI, FRANCESCO;MELI, ENRICO;RIDOLFI, ALESSANDRO;ALLOTTA, BENEDETTO
2016
Abstract
The availability of an ecient and reliable path planning strategy is a great benet to mobile robots. Being able to intelligently connect a series of waypoints is a crucial requirement for the execution of autonomous navigation tasks. Several performance indices can be used to evaluate the goodness of a path, including its length and smoothness. In this paper, the authors focus on planar path planning for mobile robots; Bezier curves are employed, optimizing the computed path with respect to length and curvature, the latter used as a measure of smoothness. Due to the complexity of the objective function, optimization is performed by means of a direct search method. The proposed approach aims at generating paths oering advantages to mobile robots navigation in terms of controllability and reducing the related power consumption. The performed tests show that the presented method allows to achieve interesting results, suggesting its viability as a suitable path planning strategy for dierent kinds of mobile robots.File | Dimensione | Formato | |
---|---|---|---|
preprint_version_pianificazione_DEF.pdf
Accesso chiuso
Descrizione: Articolo principale
Tipologia:
Versione finale referata (Postprint, Accepted manuscript)
Licenza:
Tutti i diritti riservati
Dimensione
464.97 kB
Formato
Adobe PDF
|
464.97 kB | Adobe PDF | Richiedi una copia |
I documenti in FLORE sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.