Building a Graph Signal Processing Model Using Dynamic Time Warping for Load Disaggregation

Building on recent unsupervised Non-intrusive load monitoring (NILM) algorithms that use graph Laplacian regularization (GLR) and achieve state-of-the-art performance, in this paper, we propose a novel unsupervised approach to design an underlying graph to model the correlation within time-series sm...

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Bibliographic Details
Main Authors: Kanghang He, Vladimir Stankovic, Lina Stankovic
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/22/6628