Back to Search
Start Over
Minimum Wheel-Rotation Paths for Differential-Drive Mobile Robots
- Source :
- ICRA
- Publication Year :
- 2009
- Publisher :
- SAGE Publications, 2009.
-
Abstract
- The shortest paths for a mobile robot are a fundamental property of the mechanism, and may also be used as a family of primitives for motion planning in the presence of obstacles. This paper characterizes shortest paths for differential-drive mobile robots, with the goal of classifying solutions in the spirit of Dubins curves and Reeds—Shepp curves for car-like robots. To obtain a well-defined notion of shortest , the total amount of wheel-rotation is optimized. Using the Pontryagin Maximum Principle and other tools, we derive the set of optimal paths, and we give a representation of the extremals in the form of finite automata. It turns out that minimum time for the Reeds—Shepp car is equal to minimum wheel-rotation for the differential-drive, and minimum time curves for the convexified Reeds—Shepp car are exactly the same as minimum wheel-rotation paths for the differential-drive. It is currently unknown whether there is a simpler proof for this fact.
- Subjects :
- Mathematical optimization
Finite-state machine
Applied Mathematics
Mechanical Engineering
Mobile robot
Optimal control
Computer Science::Robotics
Maximum principle
Artificial Intelligence
Modeling and Simulation
Shortest path problem
Trajectory
Robot
K shortest path routing
Motion planning
Electrical and Electronic Engineering
Rotation (mathematics)
Software
Constrained Shortest Path First
Mathematics
Subjects
Details
- ISSN :
- 17413176 and 02783649
- Volume :
- 28
- Database :
- OpenAIRE
- Journal :
- The International Journal of Robotics Research
- Accession number :
- edsair.doi.dedup.....9e9b93d9346683042513aa63126963b3
- Full Text :
- https://doi.org/10.1177/0278364908096750