DocumentCode :
264796
Title :
Application of High Precision Accuracy Irrigation Based on the Fuzzy Spatial Data Mining in 4G
Author :
Shunmin Wang
Author_Institution :
Sch. of Econ. & Manage., NeiJiang Normal Univ., Neijiang, China
Volume :
1
fYear :
2014
fDate :
26-27 Aug. 2014
Firstpage :
74
Lastpage :
77
Abstract :
[Purpose]Using 4G technology for spatial data mining, discussed in view of the high precision irrigation fuzzy spatial data mining and intelligent decision making involved in issues related to intelligent decision support system is used in this paper. [Method] Put forward by combining fuzzy clustering analysis method of the transitive closure method and digital image processing in the eight connected through calendar calculation method, so as to realize precise irrigation spatial fuzzy clustering. In order to solve the problem of irrigation with high accuracy, put forward the corresponding fuzzy clustering high dimensional spatial data and optimization algorithm. [Results] The conclusion through the experiment, on the premise of ensuring agricultural irrigation, irrigation system optimization system, can realize saving more than 20% of irrigation water use, optimizing irrigation system is very necessary. [Conclusions] By using spatial clustering new irrigation technology, such as high accuracy for precision irrigation on spatial fuzzy clustering analysis, and put forward general principles about high precision accuracy of irrigation and the method, thus achieving high accuracy irrigation application and spread.
Keywords :
4G mobile communication; data mining; decision making; decision support systems; fuzzy set theory; image processing; irrigation; optimisation; pattern clustering; 4G technology; agricultural irrigation; calendar calculation method; digital image processing; fuzzy clustering analysis method; fuzzy spatial data mining; high dimensional spatial data fuzzy clustering; high precision accuracy irrigation; intelligent decision making; intelligent decision support system; irrigation system optimization system; irrigation water use; transitive closure method; Accuracy; Artificial intelligence; Clustering algorithms; Data mining; Irrigation; Spatial databases; Water resources; 4G; High precision irrigation; fuzzy clustering; smart space; spatial data mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2014 Sixth International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-4956-4
Type :
conf
DOI :
10.1109/IHMSC.2014.26
Filename :
6917309
Link To Document :
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