Data fusion algorithm based on fuzzy sets and D-S theory of evidence

Guangzhe Zhao; Aiguo Chen; Guangxi Lu; Wei Liu

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Data fusion algorithm based on fuzzy sets and D-S theory of evidence

机译：基于模糊集和D-S证据理论的数据融合算法

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摘要

In cyber-physical systems, multidimensional data fusion is an important method to achieve comprehensive evaluation decisions and reduce data redundancy. In this paper, a data fusion algorithm based on fuzzy set theory and Dempster-Shafer (D-S) evidence th

机译：在网络物理系统中，多维数据融合是实现全面评估决策并减少数据冗余的重要方法。本文提出了一种基于模糊集理论和Dempster-Shafer（D-S）证据的数据融合算法。

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来源
《Tsinghua Science and Technology》 |2020年第1期|12-19|共8页
作者
Guangzhe Zhao; Aiguo Chen; Guangxi Lu; Wei Liu;
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作者单位

Beijing University of Civil Engineering and Architecture Beijing 102616 China;

University of Electronic Science and Technology of China Chengdu 611731 China;

University of E;

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原文格式 PDF
正文语种 eng
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关键词
Data integration; Fuzzy sets; Fuzzy set theory; Correlation; Cyber-physical systems; Probability distribution; Process control;

机译：数据整合;模糊集;模糊集理论;相关性网络物理系统;概率分布;过程控制;

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专利

1. Data Fusion Algorithm Based on Fuzzy Sets and D-S Theory of Evidence [J] . Zeitschrift fur Arznei- und Gewurzpflanzen . 2020,第1期

机译：基于模糊套和D-S证据理论的数据融合算法
2. Data Fusion Algorithm Based on Fuzzy Sets and D-S Theory of Evidence [J] . Guangzhe Zhao, Aiguo Chen, Guangxi Lu, 清华大学学报（英文版） . 2020,第001期

机译：基于模糊集和D-S证据理论的数据融合算法
3. Multiple sensor data fusion algorithm based on fuzzy sets and statistical theory [J] . Fan Linyuan Journal of intelligent & fuzzy systems: Applications in Engineering and Technology . 2020,第4Pta1期

机译：基于模糊套和统计理论的多传感器数据融合算法
4. A data fusion equipment monitoring method based on fuzzy set and improved D-S evidence theory [C] . Han Ding, Ruichun Hou, Xiangqian Ding International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery . 2017

机译：基于模糊集和改进D-S证据理论的数据融合设备监控方法
5. Evidence fusion using D-S theory: Utilizing a progressively evolving reliability factor in wireless networks. [D] . Dissanayake, Aqila. 2010

机译：使用D-S理论的证据融合：在无线网络中利用不断发展的可靠性因素。
6. A Method for Fuzzy Soft Sets in Decision Making Based on Grey Relational Analysis and D-S Theory of Evidence: Application to Medical Diagnosis [O] . Ningxin Xie, Guoqiu Wen, Zhaowen Li 2014

机译：基于灰色关联分析和D-S证据理论的模糊软集合决策方法：在医学诊断中的应用
7. Data fusion algorithm based on fuzzy sets and D-S theory of evidence [O] . Guangzhe Zhao, Aiguo Chen, Guangxi Lu, 2020

机译：基于模糊集的数据融合算法和D-S证据理论
8. Fuzzy sets, rough sets, and modeling evidence: Theory and Application. A Dempster-Shafer based approach to compromise decision making with multiattributes applied to product selection [R] . Dekorvin, Andre 1992

机译：模糊集，粗糙集和建模证据：理论与应用。一种基于Dempster-shafer的方法，用于在产品选择中使用多属性来决策制定

Data fusion algorithm based on fuzzy sets and D-S theory of evidence

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