A Multi sensor Data Fusion Method for Smart Agriculture

Xiaobo Jiang; Xuejiao Fan; Tao Zhang; Longhe Hu

doi:10.6911/WSRJ.202408_10(8).0004

Authors

Xiaobo Jiang
Xuejiao Fan
Tao Zhang
Longhe Hu

DOI:

https://doi.org/10.6911/WSRJ.202408_10(8).0004

Keywords:

Data level fusion, Average weighting method, Feature level fusion, Fuzzy Comprehensive Evaluation Strategy.

Abstract

In this paper, the algorithm first performs data level fusion of the same type of sensor data in the weather sensor and soil sensor, mainly including data preprocessing, average weighting method to eliminate the redundancy of the same type of data in time and space. In the specific application, the feature level fusion is carried out according to the application, and the fuzzy comprehensive evaluation strategy is used for feature level fusion.

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