1 citations · 1 across the 4 of their papers we have counts for
4 papers
An EM Algorithm for Lebesgue-sampled State-space Continuous-time System Identification
Rodrigo A. González, Angel L. Cedeño, María Coronel +2
This paper concerns the identification of continuous-time systems in state-space form that are subject to Lebesgue sampling. Contrary to equidistant (Riemann) sampling, Lebesgue sa…
Identifying Lebesgue-sampled Continuous-time Impulse Response Models: A Kernel-based Approach
Rodrigo A. González, Koen Tiels, Tom Oomen
Control applications are increasingly sampled non-equidistantly in time, including in motion control, networked control, resource-aware control, and event-triggered control. Some o…
Parsimonious Identification of Continuous-Time Systems: A Block-Coordinate Descent Approach
Rodrigo A. González, Cristian R. Rojas, Siqi Pan +1
The identification of electrical, mechanical, and biological systems using data can benefit greatly from prior knowledge extracted from physical modeling. Parametric continuous-tim…
Kernel-based identification using Lebesgue-sampled data
Rodrigo A. González, Koen Tiels, Tom Oomen
Sampling in control applications is increasingly done non-equidistantly in time. This includes applications in motion control, networked control, resource-aware control, and event-…