The method of variable basis in adaptive control of linear systems

A method is proposed for design of control signals in linear dynamic systems with unknown parameters in the presence of noises. Recurrence control algorithms are developed which make use of the current data on the system state and their asymptotical optimality is proved. Examples and simulation results are given.