• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Yin, Fang (Yin, Fang.) | Chou, Wusheng (Chou, Wusheng.) | Wu, Yun (Wu, Yun.) | Dong, Mingjie (Dong, Mingjie.)

收录:

EI Scopus SCIE

摘要:

This paper deals with the problem of relative pose determination between a model-known uncooperative space target and a chaser spacecraft using three-dimensional point cloud. A novel, reliable and real-time relative pose determination framework is proposed, which is composed of a region of interest-based initial pose acquisition method and a template matching iterative closest point algorithm for tracking pose. The initial pose is obtained by the principal component analysis method which aligns the region of interest extracted from the scanning point cloud with the region of interest of the known model point cloud, and a three-dimensional convex hull is constructed to extract the region of interest fast. To improve the iterative closest point, the registration between the template point cloud generated by the pose of last frame and the point cloud of the current frame is used to replace the registration between the local scanning point cloud and the global model point cloud. In addition, the performance (stability, low cost and their robustness against noise) of the proposed initial pose acquisition method and the accuracy and reliability of the pose tracking algorithm have been demonstrated by the numerical experiments. Finally, the effectiveness of the proposed method is verified by the field experiment.

关键词:

region of interest relative pose estimation three-dimensional point cloud template matching iterative closest point Uncooperative target

作者机构:

  • [ 1 ] [Yin, Fang]Beihang Univ, Sch Mech Engn & Automat, Beijing 100191, Peoples R China
  • [ 2 ] [Chou, Wusheng]Beihang Univ, Sch Mech Engn & Automat, Beijing 100191, Peoples R China
  • [ 3 ] [Chou, Wusheng]Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing, Peoples R China
  • [ 4 ] [Wu, Yun]Beijing Inst Control Engn, Beijing, Peoples R China
  • [ 5 ] [Dong, Mingjie]Beijing Univ Technol, Coll Mech Engn & Appl Elect Technol, Beijing, Peoples R China

通讯作者信息:

  • [Yin, Fang]Beihang Univ, Sch Mech Engn & Automat, Beijing 100191, Peoples R China

电子邮件地址:

查看成果更多字段

相关关键词:

相关文章:

来源 :

MEASUREMENT & CONTROL

ISSN: 0020-2940

年份: 2020

期: 3-4

卷: 53

页码: 589-600

2 . 0 0 0

JCR@2022

ESI学科: ENGINEERING;

ESI高被引阀值:115

被引次数:

WoS核心集被引频次: 3

SCOPUS被引频次: 4

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 3

在线人数/总访问数:1576/3893784
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司