5 papers
Operator-based data embedding for data-driven control of continuous-time systems from noisy data
Masashi Wakaiki
We propose a data-driven method for designing state-feedback gains that achieve stabilization, -control, and -control for continuous-time systems. The state-input da…
Data-driven stabilization of continuous-time systems with noisy input-output data
Masashi Wakaiki
We study data-driven stabilization of continuous-time systems in autoregressive form when only noisy input-output data are available. First, we provide an operator-based characteri…
Data-driven control of continuous-time systems: A synthesis-operator approach
Masashi Wakaiki
This paper addresses data-driven control of continuous-time systems. We develop a framework based on synthesis operators associated with state and input trajectories. A key advanta…
Data informativity for stabilization of discrete-time infinite-dimensional systems
Masashi Wakaiki
This paper develops a data-driven framework for stabilization of discrete-time infinite-dimensional systems. We investigate informativity for stabilization, defined as the existenc…
Stabilization of infinite-dimensional systems under quantization and packet loss
Masashi Wakaiki
We study the problem of stabilizing infinite-dimensional systems with input and output quantization. The closed-loop system we consider is subject to packet loss, whose average dur…