Data-based Stability Analysis for Linear Time-invariant Discrete-time Systems

Un Sik PARK, Masao IKEDA
2005 Transactions of the Institute of Systems Control and Information Engineers  
This paper presents a data-based stability analysis of a MIMO linear time-invariant discrete-time system, as an extension of the previous results for a SISO system. In the MIMO case, a similar discussion as in the case of a SISO system is also applied, except that an augmented input and output space is considered whose dimension is determined in relation to both the orders of the input and output vectors and the numbers of inputs and outputs. As certain subspaces of the input and output space,
more » ... oth output data space and closed-loop data space are defined, which contain all the behaviors of a system, respectively, with zero input in open-loop and with a control input in closed-loop. Then, we can derive the data-based stability conditions, in which the open-loop stability can be checked by using a data matrix whose column vectors span the output data space and the closed-loop stability can also be checked by using a data matrix whose column vectors span the closed-loop data space.
doi:10.5687/iscie.18.269 fatcat:ey5nez3gyrcivj7ilitqlt57zu