| 基于不确定性度量信息融合的团队一致法研究 |
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| 引用本文： | 李国栋,靳宏磊,陈维南,李勇智.基于不确定性度量信息融合的团队一致法研究[J].自动化学报,1998,24(5):681-685. |
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| 作者姓名： | 李国栋 靳宏磊 陈维南 李勇智 |
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| 作者单位： | 1.江苏理工大学机械设计工程学院,镇江; |
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| 基金项目： | 南开大学智能机器人控制实验室开放基金,江苏省应用基础基金 |
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| 摘 要： | 给出一种新的信息融合方法--基于不确定性度量的团队一致法.这个方法是基于
一个迭代的团队不确定性度量函数,它能使团队成员达到一致;该方法用于融合从多个图象传
感器得到的对同一个目标的关于目标类别不确定性信息,与其它方法相比该方法有效而简单.
在多图象目标识别中有着广泛的应用.还给出了确定权值系数的一般方法.把这种方法用于一
个现成的实例,得到的结果和多数结合算子的结果一致.
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| 关 键 词： | 信息融合 团队一致 不确定性度量 |
| 收稿时间： | 1996-9-9 |
| 修稿时间： | 1996－09－09 |
A Study on Group Consensus Approach of Data Fusion Based on Measure of Uncertainty |
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| LI GUODONG,JIN HONGLEI,CHEN WEINAN,LI YONGZHI.A Study on Group Consensus Approach of Data Fusion Based on Measure of Uncertainty[J].Acta Automatica Sinica,1998,24(5):681-685. |
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| Authors: | LI GUODONG JIN HONGLEI CHEN WEINAN LI YONGZHI |
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| Affiliation: | 1.College of Machinery Design Engineering,Jiangsu University of Science and Technology,Zhejiang;Research Institute of Automation,Southeast University,Nanjing;Department of Mathematics and Science,Jiangsu University of Science and Technology,Zhenjiang |
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| Abstract: | This paper presented a nwe method of information fusion: the group consensus approach
based on measure of uncertainty. The approach is based on a recursive group uncertainty
measure functions, which is capable of bringing the group members to a consensus.
This approach can fuse uncertainty information about object identity obtained by multiple image
sensors. Comparing with other existing methods, this approach is simple and more effective
and has a great application potential in many multi-image object identification problems. |
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| Keywords: | Information fusion group consensus measure of uncertainty |
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