期刊文献+

利用计算机视觉获取无人机飞行姿态角 被引量:11

Method to obtain UAV's flight attitude based on computer vision
下载PDF
导出
摘要 计算机视觉辅助无人机自主着陆技术中,通过计算机视觉获得无人机相对于跑道的位置是很重要的。在利用图像处理技术获得跑道两条边缘线在摄像机像素坐标系下的直线方程后,提出了一种在给定无人机俯仰角的情况下获取无人机机体与跑道边缘线夹角的方法,介绍了一种利用N矢量计算摄像机外参数旋转参数的方法,和传统的方法相比,该方法在求解非线性方程组时非线性方程的数量大大减少,运算速度提高。最后提出了一种能够精确验证该算法的实验手段。实验表明:该方法算法简单、计算结果精确,完全符合无人机着陆系统对于参数的要求。 In the field of vision-based autonomous landing of unmanned aerial vehicle (UAV) , it is important to obtain the position parameters related to runway by computer vision. After gaining the equations of two edges of runway in the image pixel coordinate by image processing,the method to obtain angle between edge of runway and body of UAV is illustrated when the pitch of UAV is received. A method to obtain extrinsic rotation parameters of camera based on N vector is introduced. Compared with traditional method, this method reduces the number of nonlinear equations and raises the speed. Simulation experiment demonstrates this algorithm is simple and the result is precise and fulfils requests of UAV' s navigation system.
作者 丁萌 曹云峰
出处 《传感器与微系统》 CSCD 北大核心 2007年第11期65-68,74,共5页 Transducer and Microsystem Technologies
关键词 计算机视觉 飞行参数 N矢量 computer vision flight paramete N vector
  • 相关文献

参考文献8

  • 1王荣本,游峰,崔高健,郭烈.基于计算机视觉高速智能车辆的道路识别[J].计算机工程与应用,2004,40(26):18-21. 被引量:32
  • 2张贞子,罗兵.机器人视觉定位系统的研究与实现[J].哈尔滨工业大学学报,1997,29(6):85-89. 被引量:13
  • 3Matthies L H, Johnson A E. Precise image-based motion estimation for autonomous small body exploration[ C]//5th International Symposium on Artificial Intelligence and Automation in Space, Noordwijk, 1999:627 -634.
  • 4Ettinger S M, Design and implementation of autonomous vision -- guided micro air vehicle [ D ]. [ M. S. Thesis ], Florida, USA, Electrical and Computer Engineering, University of Florida,2001.
  • 5Sharp C S,Shakeernia O,Sastry S S. A vision system for landing an unmanned aerial vehicle [ C]//Seoul Korea, IEEE Conference on Robotics and Automation,2001:1721 -1727.
  • 6Liu Yuncai, Huang T S. Estimation of rigid body motion using straight line correspondences[ J]. Computer Vision, Graphics and Image Processing,1988,43 ( 1 ) :37 --52.
  • 7Liu Yuncai, Huang T S. A linear algorithm for motion estimation using straight line correspondences[ J ]. Computer Vision, Graphics and Image Processing,1988,44( 1 ) :35 --57.
  • 8Weng Juyang, Huang T S, Ahuja N. Motion and structure from line correspondence : closed-form solution, uniqueness and optimization[ J ]. IEEE Trans on Pattern Analysis and Machine Intelligence ,1992,14(3 ) :318 -336.

二级参考文献7

共引文献43

同被引文献83

引证文献11

二级引证文献42

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部