UPenn - Robotics 1:Aerial Robotics - week 4:Advanced Topics

本文深入探讨了无人机的高精度定位技术,包括Vicon运动捕捉系统实现毫米级定位及200Hz更新频率,以及多传感器非线性卡尔曼滤波器在三维地图构建中的应用。同时,文中讨论了无人机在高速机动时的控制器局限性,以及如何通过非线性控制器和三维轨迹规划克服这些挑战。此外,文章还提到了无人机在室内外环境下的定位差异,并推荐了几篇深入研究的论文。

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 estimate position within several mm, and updates at 200Hz

 

 Vicon Motion Capture system, please click on this link.

 

 https://www.coursera.org/learn/robotics-flight/lecture/ZL921/supplementary-material-lab-introduction

 

 

 

 calibration

                                 

 

  

 these are indoor estimation, but how about out door situations?

 

 

 

 

 

 

 

 

 

 

 

 

 imu for the position transformation?

laser  or camera for angle and distance measurement?

 

 

 

 

 

 

 

This is SLAM!!!!

 

 

 

 

 To learn more about how we use the Multi-Sensor Unscented Kalman Filter, and how we build 3-D maps, please see sections 5.2 and 3.3 of the following thesis:

 

 https://d18ky98rnyall9.cloudfront.net/_442e88b97aa6aea46ee426a54c797700_shaojie_shen_thesis.pdf?Expires=1539648000&Signature=PxHn2SPu2b5W-y3qmWG330Op81sw-VjjEEZA~a2poV6WxBDq4WwhZILzCWMpCdr9UAHvFChhnMVW7foh~uUcubNow24RlshyzzwVheM4L-0yqVYo1-0knZevnqU0yYku1jzcEWQahuDfsjD8QiCJ-Dvzx0cMAA2Vfu2PCzVJFR8_&Key-Pair-Id=APKAJLTNE6QMUY6HBC5A

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

But as you see from these pictures, as the vehicle manuevers at high speeds and exhibits roll and pitch angles far away from zero, these kinds of controllers are not likely to work.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

https://www.youtube.com/watch?v=mZhwK_y3a2Y

 

 inertia is small

 

 

 

 

 

 

 

 

 

 

 

 

 

 To learn more about how we use the nonlinear controller and how we plan three dimensional trajectories, please see the relevant chapters in the thesis below.

 

 https://d18ky98rnyall9.cloudfront.net/_7f3305d57403df299005db44f23852a3_daniel_mellinger_thesis.pdf?Expires=1539648000&Signature=QyzmO7g0WIOVCxSe2sOVb5hW5x37drrLFTKtl~F8jSVCPQbXKrT2a~dOfcpY4NKYsNcsYKAiZA~LpE048YRhn~joPmrw4y1kGT8FtHzIAJIOAjjQNm7vdlkvCsgX-Vq-GirecX~4PQgErQuDNpZ2i-HHldWVWAys59ofFZoZMko_&Key-Pair-Id=APKAJLTNE6QMUY6HBC5A

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 


 

 

 

 

   

 

 

 

 

 

 

 

 

 

3D printing????? by drones???

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

  

 

 

 

    

 

 

 considering   payloads

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 To learn more about collaborative mapping between aerial and ground robots, please refer to the doctoral thesis by Benjamin Charrow, Information-theoretic active perception for multi-robot teams:

 

转载于:https://www.cnblogs.com/ecoflex/p/9789053.html

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