3 papers
eess.SY2020
Topology Learning in Radial Dynamical Systems with Unreliable Data
Venkat Ram Subramanian, Deepjyoti Deka, Saurav Talukdar +2
Many complex engineering systems admit bidirectional and linear couplings between their agents. Blind and passive methods to identify such influence pathways/couplings from data ar…
eess.SY2020
Network Structure Identification from Corrupt Data Streams
Venkat Ram Subramanian, Andrew Lamperski, Murti V. Salapaka
Complex networked systems can be modeled as graphs with nodes representing the agents and links describing the dynamic coupling between them. Previous work on network identificatio…
eess.SY2020
Causal Structure Identification from Corrupt Data-Streams
Venkat Ram Subramanian, Andrew Lamperski, Murti V. Salapaka
Complex networked systems can be modeled and represented as graphs, with nodes representing the agents and the links describing the dynamic coupling between them. The fundamental o…