| 一种基于证据推理的目标识别方法 |
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| 引用本文： | 党宏社,韩崇昭.一种基于证据推理的目标识别方法[J].计算机工程与应用,2003,39(10):24-25,36. |
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| 作者姓名： | 党宏社 韩崇昭 |
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| 作者单位： | 西安交通大学,西安,710049 |
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| 基金项目： | 国家重点基础研究发展规划项目(编号:2001CB309403) |
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| 摘 要： | 论文介绍了一种基于证据理论的多传感器目标识别方法。该方法首先建立了一个特殊的辨识框架,它可以合成多传感器的信息,能适应未知假设出现的状况;考虑了传感器检测的不确定性,推导了多传感器证据合成的算法。最后将该方法应用于一个目标识别系统,实验结果验证了方法的有效性。
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| 关 键 词： | 证据理论 目标识别 数据融合 |
| 文章编号： | 1002-8331-(2003)10-0024-02 |
A Method Based on Evidence Theory for Target Recognition |
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| Dang Hongshe Han Chongzhao.A Method Based on Evidence Theory for Target Recognition[J].Computer Engineering and Applications,2003,39(10):24-25,36. |
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| Authors: | Dang Hongshe Han Chongzhao |
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| Abstract: | A method based on evidence theory for multi-sensor target recognition is proposed in this paper.First,a new framework for Dempster' combination is set up,which can combine the evidence of multi-sensor's,and take into account of unknown hypothesis.Then,the ignorance of sensor's is modeled.Furthermore,an algorithm is derived to deal with the evidence combination.Finally the method is applied to a target recognition system,where the results demonstrate its ef-fectiveness. |
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| Keywords: | evidence theory target recognition data fusion |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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