Cargando…

An Improved Multi-Source Data Fusion Method Based on the Belief Entropy and Divergence Measure

Dempster–Shafer (DS) evidence theory is widely applied in multi-source data fusion technology. However, classical DS combination rule fails to deal with the situation when evidence is highly in conflict. To address this problem, a novel multi-source data fusion method is proposed in this paper. The...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Zhe, Xiao, Fuyuan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515099/ https://www.ncbi.nlm.nih.gov/pubmed/33267325 http://dx.doi.org/10.3390/e21060611

Ejemplares similares

Conflict management based on belief function entropy in sensor fusion
por: Yuan, Kaijuan, et al.
Publicado: (2016)

An Intuitionistic Evidential Method for Weight Determination in FMEA Based on Belief Entropy
por: Liu, Zeyi, et al.
Publicado: (2019)

A Weighted Belief Entropy-Based Uncertainty Measure for Multi-Sensor Data Fusion
por: Tang, Yongchuan, et al.
Publicado: (2017)

Improved Base Belief Function-Based Conflict Data Fusion Approach Considering Belief Entropy in the Evidence Theory
por: Ni, Shuang, et al.
Publicado: (2020)

An Improved Entropy-Weighted Topsis Method for Decision-Level Fusion Evaluation System of Multi-Source Data
por: Liu, Lilan, et al.
Publicado: (2022)

Multi-Source Information Fusion Based on Negation of Reconstructed Basic Probability Assignment with Padded Gaussian Distribution and Belief Entropy
por: Chen, Yujie, et al.
Publicado: (2022)

An Improved Belief Entropy to Measure Uncertainty of Basic Probability Assignments Based on Deng Entropy and Belief Interval
por: Zhao, Yonggang, et al.
Publicado: (2019)

A Weighted Combination Method for Conflicting Evidence in Multi-Sensor Data Fusion
por: Xiao, Fuyuan, et al.
Publicado: (2018)

Measuring the Uncertainty in the Original and Negation of Evidence Using Belief Entropy for Conflict Data Fusion
por: Chen, Yutong, et al.
Publicado: (2021)

Negation of Belief Function Based on the Total Uncertainty Measure
por: Xie, Kangyang, et al.
Publicado: (2019)

A Novel Evidence Theory and Fuzzy Preference Approach-Based Multi-Sensor Data Fusion Technique for Fault Diagnosis
por: Xiao, Fuyuan
Publicado: (2017)

Random Number Generation Based on Heterogeneous Entropy Sources Fusion in Multi-Sensor Networks
por: Zhang, Jinxin, et al.
Publicado: (2023)

A New Belief Entropy Based on Deng Entropy
por: Wang, Dan, et al.
Publicado: (2019)

An Advanced Data Fusion Method to Improve Wetland Classification Using Multi-Source Remotely Sensed Data
por: Judah, Aaron, et al.
Publicado: (2022)

Generalization of Entropy Based Divergence Measures for Symbolic Sequence Analysis
por: Ré, Miguel A., et al.
Publicado: (2014)

Time Series Data Fusion Based on Evidence Theory and OWA Operator
por: Liu, Gang, et al.
Publicado: (2019)

Credibility Assessment Method of Sensor Data Based on Multi-Source Heterogeneous Information Fusion
por: Feng, Yanling, et al.
Publicado: (2021)

Evaluation of DEM Accuracy Improvement Methods Based on Multi-Source Data Fusion in Typical Gully Areas of Loess Plateau
por: Huang, Jin, et al.
Publicado: (2023)

New Developments in Statistical Information Theory Based on Entropy and Divergence Measures
por: Pardo, Leandro
Publicado: (2019)

A mechanics model based on information entropy for identifying influencers in complex networks
por: Li, Shuyu, et al.
Publicado: (2023)

A New Belief Entropy to Measure Uncertainty of Basic Probability Assignments Based on Belief Function and Plausibility Function
por: Pan, Lipeng, et al.
Publicado: (2018)

Prediction method of coal mine gas occurrence law based on multi-source data fusion
por: Jiao, Huice, et al.
Publicado: (2023)

Evidential Decision Tree Based on Belief Entropy
por: Li, Mujin, et al.
Publicado: (2019)

Conversion and fusion method of multi-source and different populations maintainability prior data
por: Zhou, Cheng, et al.
Publicado: (2023)

Multi-source detection based on neighborhood entropy in social networks
por: Liu, YanXia, et al.
Publicado: (2022)

An online surface water COD measurement method based on multi-source spectral feature-level fusion
por: Guan, Li, et al.
Publicado: (2019)

Evaluation of Harmonic Contributions for Multi Harmonic Sources System Based on Mixed Entropy Screening and an Improved Independent Component Analysis Method
por: Zhao, Jinshuai, et al.
Publicado: (2020)

A New Correlation Measure for Belief Functions and Their Application in Data Fusion
por: Zhang, Zhuo, et al.
Publicado: (2023)

Types of Entropies and Divergences with Their Applications
por: Minculete, Nicuşor, et al.
Publicado: (2023)

Complex Entropy and Its Application in Decision-Making for Medical Diagnosis
por: Xiao, Fuyuan, et al.
Publicado: (2021)

Managing uncertainty of expert’s assessment in FMEA with the belief divergence measure
por: Liu, Yiyi, et al.
Publicado: (2022)

A Method for Improving the Pose Accuracy of a Robot Manipulator Based on Multi-Sensor Combined Measurement and Data Fusion
por: Liu, Bailing, et al.
Publicado: (2015)

Research on emergency management of urban waterlogging based on similarity fusion of multi-source heterogeneous data
por: Xiao, Huimin, et al.
Publicado: (2022)

A graph neural network-based stock forecasting method utilizing multi-source heterogeneous data fusion
por: Li, Xiaohan, et al.
Publicado: (2022)

Real-Time Driving Behavior Identification Based on Multi-Source Data Fusion
por: Ma, Yongfeng, et al.
Publicado: (2021)

Measuring Uncertainty in the Negation Evidence for Multi-Source Information Fusion
por: Tang, Yongchuan, et al.
Publicado: (2022)

A Novel Belief Entropy for Measuring Uncertainty in Dempster-Shafer Evidence Theory Framework Based on Plausibility Transformation and Weighted Hartley Entropy
por: Pan, Qian, et al.
Publicado: (2019)

A Multi-Sensor Data-Fusion Method Based on Cloud Model and Improved Evidence Theory
por: Xiang, Xinjian, et al.
Publicado: (2022)

Mechanical Fault Diagnosis of HVCBs Based on Multi-Feature Entropy Fusion and Hybrid Classifier
por: Wan, Shuting, et al.
Publicado: (2018)

Distributed Deep Fusion Predictor for a Multi-Sensor System Based on Causality Entropy
por: Jin, Xue-Bo, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_spgb7uqhev6j2f1449m0iaopv7