An operator theoretic approach to linear ensemble control
In this paper, we revisit the original least squares formulation of the ensemble control
problem. Based on new considerations, we are able to resolve the longstanding problem of …
problem. Based on new considerations, we are able to resolve the longstanding problem of …
Computation of open-loop inputs for uniformly ensemble controllable systems
M Schönlein - arxiv preprint arxiv:2105.14812, 2021 - arxiv.org
This paper presents computational methods for families of linear systems depending on a
parameter. Such a family is called ensemble controllable if for any family of parameter …
parameter. Such a family is called ensemble controllable if for any family of parameter …
On the computation of control inputs for linear ensembles
In this paper, we revisit the classical ensemble control formulation and provide a solution to
the longstanding problem of systematically designing input signals that realize a desired …
the longstanding problem of systematically designing input signals that realize a desired …
On uniform ensemble controllability of diagonalizable linear ensemble systems
W Miao, G Cheng, JS Li - arxiv preprint arxiv:2112.14301, 2021 - arxiv.org
In this paper, we study uniform ensemble controllability (UEC) of linear ensemble systems
defined in an infinite-dimensional space through finite-dimensional settings. Specifically …
defined in an infinite-dimensional space through finite-dimensional settings. Specifically …
Ensemble recognition in reproducing kernel hilbert spaces through aggregated measurements
W Miao, G Cheng, JS Li - arxiv preprint arxiv:2112.14307, 2021 - arxiv.org
In this paper, we study the problem of learning dynamical properties of ensemble systems
from their collective behaviors using statistical approaches in reproducing kernel Hilbert …
from their collective behaviors using statistical approaches in reproducing kernel Hilbert …
A Geometric Approach to Linear Ensemble Control Analysis and Design
W Miao, JS Li - 2020 American Control Conference (ACC), 2020 - ieeexplore.ieee.org
In this paper, we tackle the long-standing problem of ensemble control design and analysis
with a geometric approach in a Hilbert space setting. Specifically, we formulate the control of …
with a geometric approach in a Hilbert space setting. Specifically, we formulate the control of …
Algebraic, Computational, and Data-Driven Methods for Control-Theoretic Analysis and Learning of Ensemble Systems
W Miao - 2021 - search.proquest.com
In this thesis, we study a class of problems involving a population of dynamical systems
under a common control signal, namely, ensemble systems, through both control-theoretic …
under a common control signal, namely, ensemble systems, through both control-theoretic …
A convex-geometric approach to ensemble control analysis and design in a hilbert space
W Miao, JS Li - arxiv preprint arxiv:2003.09987, 2020 - arxiv.org
In this paper, we tackle the long-standing challenges of ensemble control analysis and
design using a convex-geometric approach in a Hilbert space setting. Specifically, we …
design using a convex-geometric approach in a Hilbert space setting. Specifically, we …