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System level synthesis
This article surveys the System Level Synthesis framework, which presents a novel
perspective on constrained robust and optimal controller synthesis for linear systems. We …
perspective on constrained robust and optimal controller synthesis for linear systems. We …
Controller architectures: Tradeoffs between performance and structure
This review article describes the design of static controllers that achieve an optimal tradeoff
between closed-loop performance and controller structure. Our methodology consists of two …
between closed-loop performance and controller structure. Our methodology consists of two …
A system-level approach to controller synthesis
Biological and advanced cyber-physical control systems often have limited, sparse,
uncertain, and distributed communication and computing in addition to sensing and …
uncertain, and distributed communication and computing in addition to sensing and …
Learning the globally optimal distributed LQ regulator
We study model-free learning methods for the output-feedback Linear Quadratic (LQ) control
problem in finite-horizon subject to subspace constraints on the control policy. Subspace …
problem in finite-horizon subject to subspace constraints on the control policy. Subspace …
Separable and localized system-level synthesis for large-scale systems
A major challenge faced in the design of largescale cyber-physical systems, such as power
systems, the Internet of Things or intelligent transportation systems, is that traditional …
systems, the Internet of Things or intelligent transportation systems, is that traditional …
Regularization for design
N Matni, V Chandrasekaran - IEEE Transactions on Automatic …, 2016 - ieeexplore.ieee.org
When designing controllers for large-scale systems, the architectural aspects of the
controller such as the placement of actuators, sensors, and the communication links …
controller such as the placement of actuators, sensors, and the communication links …
Sufficient statistics for linear control strategies in decentralized systems with partial history sharing
In decentralized control systems with linear dynamics, quadratic cost, and Gaussian
disturbances (also called decentralized LQG systems) linear control strategies are not …
disturbances (also called decentralized LQG systems) linear control strategies are not …
Optimal control of multi-agent systems with processing delays
In this article, we consider a cooperative control problem involving a heterogeneous network
of dynamically decoupled continuous-time linear plants. The (output-feedback) controllers …
of dynamically decoupled continuous-time linear plants. The (output-feedback) controllers …
Optimal infinite horizon decentralized networked controllers with unreliable communication
We consider a decentralized networked control system (DNCS) consisting of a remote
controller and a collection of linear plants, each associated with a local controller. Each local …
controller and a collection of linear plants, each associated with a local controller. Each local …
Sparsity and spatial localization measures for spatially distributed systems
We consider the class of spatially decaying systems, where the underlying dynamics are
spatially decaying and the sensing and controls are spatially distributed. This class of …
spatially decaying and the sensing and controls are spatially distributed. This class of …