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path_optimizer 移动到这里了

根据参考路径(点)生成可行路径。 cover.png

Demo 1:手动选择参考点

运行

catkin build path_optimizer
roslaunch path_optimizer demo.launch

使用Publish Point工具选择参考路径点

如果想重新选择,在使用Publish Point工具的情况下任意位置双击即可。
ref.gif

使用2D Pose Estimate和2D Nav Goal工具选择起点和终点

在目前设置中不强制完全到达终点。
calsulate.gif

Benchmark效率测试

rosrun path_optimizer path_optimizer_benchmark

原理

  1. Take inputs (red dots): 2020-02-13 16-27-46屏幕截图.png
  2. (Optional) Use B spline curve fitting to make the path continuous and then search around it for a more reasonable reference path (yellow dots). This step can be skipped by changing settings. 2020-02-13 16-27-56屏幕截图.png
  3. Smooth the reference path using IPOPT (yellow curve).
    2020-02-13 16-28-05屏幕截图.png
  4. Represent the path planning problem as a QP and solve it using OSQP.
    2020-02-13 16-28-19屏幕截图.png