Three-dimensional flight experiments using on-line mixed-integer linear programming trajectory optimization

被引:0
|
作者
Culligan, Kieran [1 ]
Valenti, Mario [2 ]
Kuwata, Yoshiaki [1 ]
How, Jonathan P. [1 ]
机构
[1] MIT, Dept Aeronaut & Astronaut, Cambridge, MA 02139 USA
[2] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
来源
2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13 | 2007年
关键词
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暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an improved path planner formulation using mixed-integer linear programming (MILP) to solve a receding horizon optimization problem in real-time for unmanned aerial vehicles (UAVs). This paper uses variable sized time-steps with linear interpolation points and horizon minimization techniques to enhance the capability of the online path planner. Flight tests on an unique indoor quadrotor testbed demonstrate that MILP can be reliably used in real-time. A multi-vehicle test is also presented to demonstrate non-communicating de-confliction trajectory planning using MILP.
引用
收藏
页码:5782 / +
页数:2
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