Robust Network Compressive Sensing

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This book investigates compressive sensing techniques to provide a robust and general framework for network data analytics. The goal is to introduce a compressive sensing framework for missing data interpolation, anomaly detection, data segmentation and activity recognition, and to demonstrate its benefits. Chapter 1 introduces compressive sensing, including its definition, limitation, and how it ...

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This book investigates compressive sensing techniques to provide a robust and general framework for network data analytics. The goal is to introduce a compressive sensing framework for missing data interpolation, anomaly detection, data segmentation and activity recognition, and to demonstrate its benefits. Chapter 1 introduces compressive sensing, including its definition, limitation, and how it ...

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  • Formats: pdf
  • ISBN: 9783031168291
  • Publication Date: 22 Oct 2022
  • Publisher: Springer International Publishing
  • Product language: English
  • Drm Setting: DRM