DAV3E – a MATLAB toolbox for multivariate sensor data evaluation

• Published in: Journal of sensors and sensor systems Vol. 7; no. 2; pp. 489 - 506
• Main Authors: Bastuck, Manuel, Baur, Tobias, Schütze, Andreas
• Format: Journal Article
• Language: English
• Published: Gottingen Copernicus GmbH 01.01.2018; Copernicus Publications
• Subjects: Batch processing; Data integration; Data search; Datasets; Feature extraction; Gas sensors; Graphical user interface; Hierarchies; Machine learning; Machinery condition monitoring; Matlab; Multisensor fusion; Multivariate analysis; Principal components analysis; Sensors; Software packages; Source code; Statistical methods; Statistical models; Wavelet transforms; Workflow

We present DAV3E, a MATLAB toolbox for feature extraction from, and evaluation of, cyclic sensor data. These kind of data arise from many real-world applications like gas sensors in temperature cycled operation or condition monitoring of hydraulic machines. DAV3E enables interactive shape-describing...