Paper Info
Title
Soil-Moisture-Sensor-Based Automated Soil Water Content Cycle Classification With a Hybrid Symbolic Aggregate Approximation Algorithm
Abstract
This article proposes a hybrid symbolic aggregate approximation and vector space model (SAX-VSM) method for automatically classifying soil water content cycles. In the proposed method, a novel similarity measure, the distance weighted cosine (DWC) similarity measure, is introduced to improve the classification performance of the SAX-VSM. The DWC similarity measure incorporates both direction and d...
Year
DOI
Venue
2021
10.1109/JIOT.2021.3068379
IEEE Internet of Things Journal
Keywords
DocType
Volume
Soil measurements,Soil moisture,Time series analysis,Irrigation,Optimization,Weight measurement,Approximation algorithms
Journal
8
Issue
ISSN
Citations 
18
2327-4662
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Zhongju Wang101.35
Long Wang25112.95
Chao Huang302.37
Zijun Zhang4133.29
Xiong Luo59617.06