Unsupervised Symbolization of Signal Time Series for Extraction of the Embedded Information

This paper formulates an unsupervised algorithm for symbolization of signal time series to capture the embedded dynamic behavior. The key idea is to convert time series of the digital signal into a string of (spatially discrete) symbols from which the embedded dynamic information can be extracted in...

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Bibliographic Details
Main Authors: Yue Li, Asok Ray
Format: Article
Language:English
Published: MDPI AG 2017-03-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/19/4/148