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Reparametrization of 3D CSC Dubins Paths Enabling 2D Search

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper addresses the Dubins path planning problem for vehicles in 3D space. In particular, we consider the problem of computing CSC paths—paths that consist of a circular arc (C) followed by a straight segment (S) followed by a circular arc (C). These paths are useful for vehicles such as fixed-wing aircraft and underwater submersibles that are subject to lower bounds on turn radius. We present a new parameterization that reduces the 3D CSC planning problem to a search over 2 variables, thus lowering search complexity, while also providing gradients that assist that search. We use these equations with a numerical solver to explore numbers and types of solutions computed for a variety of planar and 3D scenarios. Our method successfully computes CSC paths for the large majority of test cases, indicating that it could be useful for future generation of robust, efficient curvature-constrained trajectories.

Original languageEnglish (US)
Title of host publicationAlgorithmic Foundations of Robotics 16, Volume 1 - Proceedings of the 16th Workshop on the Algorithmic Foundations of Robotics
EditorsNancy M. Amato, Katie Driggs-Campbell, Marco Morales, Chinwe Ekenna, Jason M. O’Kane
PublisherSpringer
Pages417-435
Number of pages19
ISBN (Print)9783032099662
DOIs
StatePublished - 2026
Event16th International Workshop on the Algorithmic Foundations of Robotics, WAFR 2024 - Chicago, United States
Duration: Oct 7 2024Oct 9 2024

Publication series

NameSpringer Proceedings in Advanced Robotics
Volume37 SPAR
ISSN (Print)2511-1256
ISSN (Electronic)2511-1264

Conference

Conference16th International Workshop on the Algorithmic Foundations of Robotics, WAFR 2024
Country/TerritoryUnited States
CityChicago
Period10/7/2410/9/24

Keywords

  • 3D path planning
  • Dubins vehicle
  • Numerical solver

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Engineering (miscellaneous)
  • Mechanical Engineering
  • Computer Science Applications
  • Artificial Intelligence
  • Applied Mathematics
  • Electrical and Electronic Engineering

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