Title :
Reduced Order Approximation of MIMO Fractional Order Systems
Author :
Khanra, Munmun ; Pal, Jayanta ; BISWAS, KAMANASHIS
Author_Institution :
Electr. Eng. Dept., Indian Inst. of Technol. Kharagpur, Kharagpur, India
Abstract :
A new two-stage method for reduced integer order approximation of fractional multiple-input, multiple-output (MIMO) systems is proposed. In the first stage, the transfer function matrix (TFM) Gf(s) of the given fractional order MIMO system is obtained and an integer order approximate TFM R(s) is formed by applying an existing approximation method to each fractional order transfer function (FOTF) of Gf(s). In the second stage, a reduced order state space model is formed. The system matrix of the reduced order system is constructed by selecting the dominant poles from the intermediate high integer order model R(s). The input and output matrices are found by matching approximate time moments and Markov parameters of the final reduced order model and the original system. The proposed method has been illustrated by an example.
Keywords :
MIMO systems; Markov processes; approximation theory; matrix algebra; transfer functions; FOTF; MIMO fractional order systems; Markov parameters; TFM; approximate time moment matching; approximation method; fractional order transfer function; integer order approximation; multiple-input multiple-output systems; reduced order approximation; transfer function matrix; Fractional multiple-input, multiple-output (MIMO) systems; fractional order system; model order reduction; multivariable systems;
Journal_Title :
Emerging and Selected Topics in Circuits and Systems, IEEE Journal on
DOI :
10.1109/JETCAS.2013.2265811