2015
Covariance tracking from sketches of rapid data streams
ICASSP 2015accepted
Estimating and tracking the covariance matrix of high-dimensional data streams with low complexities in acquisition, storage and computation are of great interest in modern data-intensive applications. This paper develops an online covariance estimation and tracking algorithm for a recently develope…