Behavioral systems theory in data-driven analysis, signal processing, and control
I Markovsky, F Dörfler - Annual Reviews in Control, 2021 - Elsevier
The behavioral approach to systems theory, put forward 40 years ago by Jan C. Willems,
takes a representation-free perspective of a dynamical system as a set of trajectories. Till …
takes a representation-free perspective of a dynamical system as a set of trajectories. Till …
System identification methods for (operational) modal analysis: review and comparison
E Reynders - Archives of Computational Methods in Engineering, 2012 - Springer
Operational modal analysis deals with the estimation of modal parameters from vibration
data obtained in operational rather than laboratory conditions. This paper extensively …
data obtained in operational rather than laboratory conditions. This paper extensively …
Bridging direct and indirect data-driven control formulations via regularizations and relaxations
In this article, we discuss connections between sequential system identification and control
for linear time-invariant systems, often termed indirect data-driven control, as well as a …
for linear time-invariant systems, often termed indirect data-driven control, as well as a …
Connected automated vehicle cooperative control with a deep reinforcement learning approach in a mixed traffic environment
This paper proposes a cooperative strategy of connected and automated vehicles (CAVs)
longitudinal control for a mixed connected and automated traffic environment based on deep …
longitudinal control for a mixed connected and automated traffic environment based on deep …
A deep reinforcement learning based distributed control strategy for connected automated vehicles in mixed traffic platoon
This paper proposes an innovative distributed longitudinal control strategy for connected
automated vehicles (CAVs) in the mixed traffic environment of CAV and human-driven …
automated vehicles (CAVs) in the mixed traffic environment of CAV and human-driven …
Control of port-Hamiltonian differential-algebraic systems and applications
We discuss the modelling framework of port-Hamiltonian descriptor systems and their use in
numerical simulation and control. The structure is ideal for automated network-based …
numerical simulation and control. The structure is ideal for automated network-based …
[LIVRE][B] Verification and control of hybrid systems: a symbolic approach
P Tabuada - 2009 - books.google.com
Hybrid systems describe the interaction of software, described by finite models such as finite-
state machines, with the physical world, described by infinite models such as differential …
state machines, with the physical world, described by infinite models such as differential …
The MERIS terrestrial chlorophyll index
The long wavelength edge of the major chlorophyll absorption feature in the spectrum of a
vegetation canopy moves to longer wavelengths with an increase in chlorophyll content. The …
vegetation canopy moves to longer wavelengths with an increase in chlorophyll content. The …
[LIVRE][B] A course in robust control theory: a convex approach
GE Dullerud, F Paganini - 2013 - books.google.com
Research in robust control theory has been one of the most active areas of mainstream
systems theory since the late 70s. This research activity has been at the confluence of …
systems theory since the late 70s. This research activity has been at the confluence of …
A note on persistency of excitation
We prove that if a component of the response signal of a controllable linear time-invariant
system is persistently exciting of sufficiently high order, then the windows of the signal span …
system is persistently exciting of sufficiently high order, then the windows of the signal span …