Robust Network Compressive Sensing

by Guangtao Xue, Yi-Chao Chen, Feng Lyu

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 supports different network analysis applications...

• Format: Paperback
• Language: English
• ISBN: 3031168283
• ISBN13: 9783031168284
• Release Date: October 2022
• Publisher: Springer
• Length: 90 Pages
• Weight: 0.34 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"