Local Module Identification in Dynamic Networks Using Regularized Kernel-Based Methods. - Karthik Raghavan Ramaswamy; Giulio Bottegal; Paul M. J. Van den Hof (CDC, 2018)

Local module identification in dynamic networks with correlated noise: the full input case. - Paul M. J. Van den Hof; Karthik Raghavan Ramaswamy; Arne G. Dankers; Giulio Bottegal (CDC, 2019)

Generalized sensing and actuation schemes for local module identification in dynamic networks. - Karthik Raghavan Ramaswamy; Paul M. J. Van den Hof; Arne G. Dankers (CDC, 2019)

Path-based data-informativity conditions for single module identification in dynamic networks. - Paul M. J. Van den Hof; Karthik Raghavan Ramaswamy (CDC, 2020)

A regularized kernel-based method for learning a module in a dynamic network with correlated noise. - Venkatakrishnan C. Rajagopal; Karthik Raghavan Ramaswamy; Paul M. J. Van den Hof (CDC, 2020)

Learning local modules in dynamic networks without prior topology information. - Venkatakrishnan C. Rajagopal; Karthik Raghavan Ramaswamy; Paul M. J. Van den Hof (CDC, 2021)

Learning local modules in dynamic networks. - Paul M. J. Van den Hof; Karthik Raghavan Ramaswamy (L4DC, 2021)

Learning linear modules in a dynamic network using regularized kernel-based methods. - Karthik Raghavan Ramaswamy; Giulio Bottegal; Paul M. J. Van den Hof (Autom., 2021)

A Local Direct Method for Module Identification in Dynamic Networks With Correlated Noise. - Karthik Raghavan Ramaswamy; Paul M. J. Van den Hof (IEEE Trans. Autom. Control., 2021)

A scalable multi-step least squares method for network identification with unknown disturbance topology. - Stefanie J. M. Fonken; Karthik Raghavan Ramaswamy; Paul M. J. Van den Hof (Autom., 2022)

A frequency domain approach for local module identification in dynamic networks. - Karthik Raghavan Ramaswamy; Péter Zoltán Csurcsia; Johan Schoukens; Paul M. J. Van den Hof (Autom., 2022)

Learning linear modules in a dynamic network with missing node observations. - Karthik Raghavan Ramaswamy; Giulio Bottegal; Paul M. J. Van den Hof (CoRR, 2022)

Local Identification in Dynamic Networks using a Multi-Step Least Squares Method. - Stefanie J. M. Fonken; Karthik Raghavan Ramaswamy; Paul M. J. Van den Hof (CDC, 2023)

Data-informativity conditions for structured linear systems with implications for dynamic networks. - Paul M. J. Van den Hof; Shengling Shi; Stefanie J. M. Fonken; Karthik Raghavan Ramaswamy; Håkan Hjalmarsson; Arne G. Dankers (CoRR, 2024)