Planning Dynamically Feasible Trajectories for Quadrotors Using Safe Flight Corridors in 3-D Complex Environments
University of Pennsylvania · Lehigh University
Abstract
There is extensive literature on using convex optimization to derive piece-wise polynomial trajectories for controlling differential flat systems with applications to three-dimensional flight for Micro Aerial Vehicles. In this work, we propose a method to formulate trajectory generation as a quadratic program (QP) using the concept of a Safe Flight Corridor (SFC). The SFC is a collection of convex overlapping polyhedra that models free space and provides a connected path from the robot to the goal position. We derive an efficient convex decomposition method that builds the SFC from a piece-wise linear skeleton obtained using a fast graph search technique. The SFC provides a set of linear inequality constraints…
Citation impact
- FWCI
- 10.90
- Percentile
- 100%
- References
- 26
Authors
7Topics & keywords
- Motion planning
- Computer science
- Linear inequality
- Robot
- Mathematical optimization
- Trajectory
- Polyhedron
- Artificial intelligence
- Sustainable cities and communities