
8
Signal and Data
Processing Techniques for
Industrial Cyber-Physical
Systems
George Tzagkarakis, Grigorios Tsagkatakis,
Daniel Alonso, Cesar Asensio, Eugenio Celada,
Athanasia Panousopoulou, Panagiotis Tsakalides,
and Baltasar Beferull-Lozano
CONTENTS
8.1 Introduction .....................................................................................182
8.2 Data-Driven Architectures for Industrial CPS.................................................183
8.2.1 An Integrated Framework for Signal and Data Processing for iCPS ................187
8.3 Industrial Data Representations: From Dense to Sparse Sampling ..........................189
8.3.1 Properties ...