4 papers · 1 filter
An Interpolation-based Scheme for Rapid Frequency-Domain System Identification
Jared Jonas, Bassam Bamieh
We present a frequency-domain system identification scheme based on barycentric interpolation and weight optimization. The scheme is related to the Adaptive Antoulas-Anderson (AAA)…
An iterative tangential interpolation algorithm for model reduction of MIMO systems
Jared Jonas, Bassam Bamieh
We consider model reduction of large-scale multi-input, multi-output (MIMO) systems using tangential interpolation in the frequency domain. Our scheme is related to the recently-de…
Causal Tracking of Distributions in Wasserstein Space: A Model Predictive Control Scheme
Max Emerick, Jared Jonas, Bassam Bamieh
We consider a problem of optimal swarm tracking which can be formulated as a tracking problem for distributions in the Wasserstein space. Optimal solutions to this problem are non-…
An Adaptation of the AAA-Interpolation Algorithm for Model Reduction of MIMO Systems
Jared Jonas, Bassam Bamieh
We consider the Adaptive Antoulas-Anderson (AAA) rational interpolation algorithm recently developed by Trefethen and co-authors, which can be viewed as a type of moment-matching t…