39 citations · 110 across the 21 of their papers we have counts for
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math.OC2022
Superstabilizing Control of Discrete-Time ARX Models under Error in Variables
Jared Miller, Tianyu Dai, Mario Sznaier
This paper applies a polynomial optimization based framework towards the superstabilizing control of an Autoregressive with Exogenous Input (ARX) model given noisy data observation…
math.OC2022★ 4 cited
Data-Driven Stabilizing and Robust Control of Discrete-Time Linear Systems with Error in Variables
Jared Miller, Tianyu Dai, Mario Sznaier
This work presents a sum-of-squares (SOS) based framework to perform data-driven stabilization and robust control tasks on discrete-time linear systems where the full-state observa…
math.OC2022★ 39 cited
Data-Driven Gain Scheduling Control of Linear Parameter-Varying Systems using Quadratic Matrix Inequalities
Jared Miller, Mario Sznaier
This paper synthesizes a gain-scheduled controller to stabilize all possible Linear Parameter-Varying (LPV) plants that are consistent with measured input/state data records. Inspi…