@misc{RuedaEscobedoFridmanSchiffer, author = {Rueda-Escobedo, Juan G. and Fridman, Emilia and Schiffer, Johannes}, title = {Data-Driven Control for Linear Discrete-Time Delay Systems}, series = {IEEE Transactions on Automatic Control}, volume = {67}, journal = {IEEE Transactions on Automatic Control}, number = {7}, issn = {1558-2523}, doi = {10.1109/TAC.2021.3096896}, pages = {3321 -- 3336}, abstract = {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}, language = {en} }