TY - GEN A1 - Rueda-Escobedo, Juan G. A1 - Fridman, Emilia A1 - Schiffer, Johannes T1 - Data-Driven Control for Linear Discrete-Time Delay Systems T2 - IEEE Transactions on Automatic Control N2 - The increasing ease of obtaining and processing data together with the growth in system complexity has sparked the interest in moving from conventional model-based control design toward data-driven concepts. Since in many engineering applications time delays naturally arise and are often a source of instability, we contribute to the data-driven control field by introducing data-based formulas for state feedback control design in linear discrete-time time-delay systems with uncertain delays. With the proposed approach, the problems of system stabilization as well as of guaranteed cost and H∞ control design are treated in a unified manner. Extensions to determine the system delays and to ensure robustness in the event of noisy data are also provided KW - Data-driven control KW - delay systems KW - robust control KW - sampled data control Y1 - 2022 UR - https://opus4.kobv.de/opus4-UBICO/frontdoor/index/index/docId/29367 UR - https://ieeexplore.ieee.org/document/9484756 SN - 1558-2523 VL - 67 IS - 7 SP - 3321 EP - 3336 ER -