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Research on data fusion of adaptive weighted multi-source sensor

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成果类型:
期刊论文
作者:
Li, Donghui;Shen, Cong*;Dai, Xiaopeng;Zhu, Xinghui;Luo, Jian;...
通讯作者:
Shen, Cong
作者机构:
[Zhu, Xinghui; Dai, Xiaopeng; Li, Donghui; Li, Xueting; Luo, Jian] Hunan Agr Univ, Coll Informat Sci & Technol, Changsha 410128, Peoples R China.
[Shen, Cong] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Hunan, Peoples R China.
[Chen, Haiwen] Natl Univ Def Technol, Coll Comp Sci & Engn, Changsha 410073, Peoples R China.
[Liang, Zhiyao] Macau Univ Sci & Technol, Fac Informat Technol, Macau, Peoples R China.
通讯机构:
[Shen, Cong] H
Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Hunan, Peoples R China.
语种:
英文
关键词:
Adaptive weighting;Data fusion;Grubbs elimination;Loss of data processing;Multi-source sensor
期刊:
计算机、材料和连续体(英文)
ISSN:
1546-2218
年:
2019
卷:
61
期:
3
页码:
1217-1231
基金类别:
Acknowledgement: This study was supported by National Key Research and Development Project (Project No. 2017YFD0301506), National Social Science Foundation (Project No. 71774052), Hunan Education Department Scientific Research Project (Project No. 17K044; 17A092).
机构署名:
本校为第一机构
院系归属:
信息科学技术学院
摘要:
Data fusion can effectively process multi-sensor information to obtain more accurate and reliable results than a single sensor. The data of water quality in the environment comes from different sensors, thus the data must be fused. In our research, self-adaptive weighted data fusion method is used to respectively integrate the data from the PH value, temperature, oxygen dissolved and NH3 concentration of water quality environment. Based on the fusion, the Grubbs method is used to detect the abnormal data so as to provide data support for estima...

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