期刊文献+

基于机器人听觉和视觉的目标搜索策略

A target search strategy based on robot hearing and vision
下载PDF
导出
摘要 提出了一种运用行为规则库和综合使用听觉信息、视觉信息来完成目标搜索的策略。该策略首先由机器人的传声器阵列和双目立体视觉摄像机采集环境信息,然后通过行为控制中心决定执行规则库中的动作完成目标搜索,从而避免使用机器人的单一感官信息造成的难题。行为规则库由4条和机器人听觉模块和视觉模块相关的规则组成。听觉模块基于五元传声器阵列实现目标空间定位,视觉模块基于颜色和特征组合实现目标识别。系统在室内环境下进行了测试,实验结果证明机器人可以判定并且搜索到目标,结果证明该方法具有实时实现的有效性和应用性。 A strategy that uses a behavior rule base and comprehensively utilizes hearing information and vision information to search a target is proposed in this paper. The strategy is described as below. Firstly, the environment information acquisition is realized using the robot's 5-microphone array and binocular camera, and then the behaviors in the behavior rule base are executed according to a behavior control center to achieve the target search. The behavior rule base is composed of four rules relevant to the robot hearing module and the vision module. The hearing module target localization is realized based on the 5-microphone array, and the vision module target recognition is realized based on the combination of color and characteristics. The system was tested in a room environment, and the experimental results show that the robot is capable of judging and searching the target. The method is efficient and practical enough for real-time operation.
出处 《高技术通讯》 CAS CSCD 北大核心 2011年第4期411-415,共5页 Chinese High Technology Letters
基金 863计划(2006AA04Z221)资助项目.
关键词 机器人 听觉 视觉 行为规则 搜索策略 robot, hearing, vision, behavior rule, search strategy
  • 相关文献

参考文献11

二级参考文献61

  • 1邢军,王杰.神经网络在移动机器人路径规划中的应用研究[J].微计算机信息,2005,21(11Z):110-111. 被引量:15
  • 2王磊,莫玉龙,戚飞虎.基于Canny理论的边缘提取改善方法[J].中国图象图形学报(A辑),1996,1(3):191-195. 被引量:42
  • 3Kenneth Castleman 朱志刚等(译).数字图像处理[M].电子工业出版社,1998,9.416.
  • 4陈震.基于分辨率下形态图计算与识别的研究[M].西安:西北工业大学,2000.24-34.
  • 5张学允.双足步行机器人动态步行研究:哈尔滨工业大学博士论文[M].,2001..
  • 6王申怀 刘继志编者.微分几何[M].北京:北京师范大学出版社,1990..
  • 7(美)MilanSonka VaclavHlavac RogerBoyle.图像处理、分析与机器视觉[M]. 第二版[M].北京:人民邮电出版社,2002..
  • 8Knapp C H, Carter G C. The Generalized Correlation Method for Estimation of Time Delay[J].IEEE Transactions on Acoustics, Speech and Signal Processing, 1976,24(4):320-327.
  • 9Omologo M, Svaizer P.Acoustic Event Localization Using a Crosspower-Spectrum Phase Based Technique[J].Proc.ICASSP, Adelaide 1994,2:273-276.
  • 10Omologo M, Svaizer P.Acoustic Source Location in Noisy and Reverberant Environment Using CSP Analysis[J]. Processing of ICASSP, Atlanta, GA, 1996.921-924.

共引文献251

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