基于毫米波雷达和CCD摄像机信息的D-S融合方法
DOI:
作者:
作者单位:

作者简介:

通讯作者:

基金项目:


D-S Fusi on Method of Millimeter Wave Radar and CCD Camera
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
    摘要:

    研究了毫米波雷达和CCD摄 像机两种传感器信息的D-S融合方法,论述了毫米波雷达信息采集、滤波、计算障碍物的距 离和方位及判别障碍物是否在无人地面平台ROI(Region of interested)内;CCD摄像机的信 息处理、分割和障碍物的宽度、高度和方位角的计算。通过建立坐标系和坐标系间的齐次变 换实现其空间配准。按D-S融合方法首先建立障碍物鉴别框架,通过实验确定它们对应于鉴 别框架中障碍物指数的基本概率分配值,再根据D-S证据方法的组合规则计算所有证据联合 作用下的融合结果,得到障碍物在无人地面平台ROI内的距离、方位和大小。在无人地面平 台ROI内进行验证,本文的研究成果可行,并且具有较好的鲁棒性。

    Abstract:

    The sensor information D-S fusion met hod of millimeter wave radar and CCD camera is researched. This pap er discusses information collection and segmentation of millimeter wave radar, c omputing the distance and orientation of the obstacle, judging whether t he obstacle is in region of interested(ROI) of unmanned ground platform or n ot, information collection and segmentation of CCD camera, and calcu lation of width, height and azimuths of obstacle. Space matching is realized thr ough establishing coordinate system and homogeneous transformation among coordinate systems. According to D-S fusion method, obstacle recognition frame is establi shed a t first, and its basic probability distribution value of obstacle index is ascer tained by test. Then fusion results under evidence associative action are calculated according to combination rule of D S evidence method, and di stance, ori e ntation and size of the obstacle in unmanned ground platform ROI are acquire d. At last, the method is verified in unmanned ground platform ROI, and result s how s that the method is validate and more robust.

    参考文献
    相似文献
    引证文献
引用本文

骆云志,雷雨能,王钤.基于毫米波雷达和CCD摄像机信息的D-S融合方法[J].数据采集与处理,2014,29(4):648-653

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2014-09-02