Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring.
Alessio BurrelloAlex MarchioniDavide BrunelliSimone BenattiMauro MangiaLuca BeniniPublished in: IEEE Internet Things J. (2021)
Keyphrases
- principal components analysis
- network load
- network bandwidth
- covariance matrix
- video streaming
- principal components
- dimensionality reduction
- real time
- data streams
- multivariate statistical analysis
- linear discriminant analysis
- feature extraction
- support vector machine
- anomaly detection
- data mining
- network traffic
- principal component analysis
- objective function