articleIEEE Robotics and Automation LettersFeb 7, 2017Closed access

Planning Dynamically Feasible Trajectories for Quadrotors Using Safe Flight Corridors in 3-D Complex Environments

University of Pennsylvania · Lehigh University

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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…

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Authors

7

Topics & keywords

Keywords
  • Motion planning
  • Computer science
  • Linear inequality
  • Robot
  • Mathematical optimization
  • Trajectory
  • Polyhedron
  • Artificial intelligence
UN Sustainable Development Goals
  • Sustainable cities and communities
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