Title
Realtime motion path generation using subtargets in a rapidly changing environment
Abstract
In this work an algorithm is proposed for path planning in a rapidly changing environment. The algorithm is computationally cheap and generates a sub-optimal smooth path with bounds on the allowed velocity, acceleration, and jerk. The algorithm is designed for holonomic omniwheel platforms. It outperforms potential field algorithms regarding both convergence and optimality. Furthermore, it is able to adapt fast in a rapidly changing environment due to the low computational cost in the order of ms for a single update, in contrast with computationally more expensive methods such as wavefront algorithms and global optimization methods, where the computational cost is mostly on the order of seconds. The algorithm will be tested via simulations and experiments.
Year
DOI
Venue
2007
10.1016/j.robot.2007.01.003
Robotics and Autonomous Systems
Keywords
Field
DocType
Realtime motion path planning,Changing environment,Collision avoidance
Convergence (routing),Motion planning,Computer vision,Holonomic,Wavefront,Global optimization,Computer science,Path generation,Simulation,Jerk,Acceleration,Artificial intelligence
Journal
Volume
Issue
ISSN
55
6
Robotics and Autonomous Systems
Citations 
PageRank 
References 
10
0.96
9
Authors
3
Name
Order
Citations
PageRank
Dennis Bruijnen1245.59
Jeroen van Helvoort2414.52
René van de Molengraft319423.48