| Dezert-Smarandache理论组合规则性质分析 |
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| 引用本文： | 李鸿飞,田康生,金宏斌.Dezert-Smarandache理论组合规则性质分析[J].计算机工程,2013,39(2):288-292. |
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| 作者姓名： | 李鸿飞 田康生 金宏斌 |
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| 作者单位： | 空军预警学院4系,武汉,430019 |
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| 基金项目： | 国家自然科学基金资助项目(61102168)；国家部委基金资助项目 |
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| 摘 要： | 在Dezert-Smarandache理论(DSmT)中组合规则众多，其性能直接影响DSmT的最终融合结果。为此，对组合规则的性质进行研究，提出一种DSmT组合规则性质分析方法，从合成性质、时序性质和工程可用性质3个方面对DSmT的组合规则性质进行描述。实验结果证明，该方法提出的3类性质能较全面地反映组合规则的特性。
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| 关 键 词： | Dezert-Smarandache理论 Dempster-Shafer理论 不确定性推理 信息融合 性质分析 组合规则 |
| 收稿时间： | 2012-03-23 |
| 修稿时间： | 2012-05-15 |
Performance Analysis of Dezert-Smarandache Theory Combination Rule |
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| LI Hong-fei
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TIAN Kang-sheng
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JIN Hong-bin.Performance Analysis of Dezert-Smarandache Theory Combination Rule[J].Computer Engineering,2013,39(2):288-292. |
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| Authors: | LI Hong-fei TIAN Kang-sheng JIN Hong-bin |
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| Affiliation: | (The 4th Department, Air Force Early Warning Academy, Wuhan 430019, China) |
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| Abstract: | Dezert-Smarandache Theory(DSmT) is an effective information fusion method for highly conflicting evidence problem of Dempster-Shafer Theory(DST). Combination rules play an important role in DSmT fusion. The fused result depends on the performance of combination rules. Different combination rules are suitable for dissimilarity evidence in distinct condition. The properties of combination rules are analyzed in three aspects as combination property, time series property and engineering property. Simulation results show that the properties presented characterize the combination rules roundly. It offers a theoretic foundation for analysis, improvement and application of DSmT combination rules. |
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| Keywords: | Dezert-Smarandanche Theory(DSmT) Dempster-Shafer Theory(DST) uncertain reasoning information fusion performance analysis combination rule |
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