| 基于模糊集合的证据理论信息融合方法 |
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| 引用本文： | 孔金生,李文艺. 基于模糊集合的证据理论信息融合方法[J]. 计算机工程与应用, 2008, 44(20): 152-154. DOI: 10.3778/j.issn.1002-8331.2008.20.046 |
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| 作者姓名： | 孔金生 李文艺 |
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| 作者单位： | 郑州大学 电气工程学院，郑州 450001 |
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| 摘 要： | 提出了一种利用模糊集合确定概率分配函数（mass函数）进行信息融合的方法。该方法首先构造出融合对象的模糊集合，然后以隶属度函数为基础计算出概率分配函数，再利用D-S规则对多传感器信息进行融合。汽车轮胎压力监测的实验表明该方法获得的mass函数在信息融合中的有效性。
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| 关 键 词： | 信息融合 mass函数 证据理论 模糊集合 |
| 收稿时间： | 2007-09-28 |
| 修稿时间： | 2007-12-3 |
Evidence theory information fusion method based on fuzzy set |
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| KONG Jin-sheng,LI Wen-yi. Evidence theory information fusion method based on fuzzy set[J]. Computer Engineering and Applications, 2008, 44(20): 152-154. DOI: 10.3778/j.issn.1002-8331.2008.20.046 |
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| Authors: | KONG Jin-sheng LI Wen-yi |
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| Affiliation: | School of Electrical Engineering，Zhengzhou University，Zhengzhou 450001，China |
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| Abstract: | A new method of information fusion using the fuzzy set to determine probability distribution function is given.First a fuzzy set of the fusion target is constructed,and then the probability distribution function is calculated based on the membership function;last,the result is gotten by using D-S rule for multi-sensors information.The mass function is effective in information fusion through the experiment of the tire pressure monitoring. |
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| Keywords: | information fusion mass function evidence theory fuzzy set |
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