Alexandre Cionca

Graph Signal Surrogate Generation for Statistical Testing of Covariance Structure on Directed Graphs

The definition of directed graph wide-sense stationarity is revisited, and the surrogate signals preserve covariance under the stationary assumption to demonstrate the feasibility of the scheme to detect irregular node covariance and benchmark the method against conventional schemes using the symmetrized graph.