Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices-Reference-Cited by-同舟云学术

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Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices

Published:2023-07-15 Issue:14 Volume:10 Page:12798-12810
ISSN:2327-4662
Container-title:IEEE Internet of Things Journal
language:
Short-container-title:IEEE Internet Things J.

Author:

Marchioni Alex¹^ORCID,Prono Luciano²^ORCID,Mangia Mauro¹^ORCID,Pareschi Fabio³^ORCID,Rovatti Riccardo¹^ORCID,Setti Gianluca²^ORCID

Affiliation:

1. Department of Electrical, Electronic, and Information Engineering, University of Bologna, Bologna, Italy

2. Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy

3. Advanced Research Center on Electronic Systems, University of Bologna, Bologna, Italy

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Link

http://xplorestaging.ieee.org/ielx7/6488907/10175002/10068729.pdf?arnumber=10068729

Reference60 articles.

1. Null is Not Always Empty: Monitoring the Null Space for Field-Level Anomaly Detection in Industrial IoT Environments

2. A recursive modified Gram-Schmidt algorithm for least- squares estimation

3. Recursive Principal Component Analysis-Based Data Outlier Detection and Sensor Data Aggregation in IoT Systems

4. A Storage-Efficient $WY$ Representation for Products of Householder Transformations

5. ESPRIT-estimation of signal parameters via rotational invariance techniques

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