Open Science Research Excellence

Ravindra K S

Publications

1

Publications

1
16482
Model Order Reduction of Discrete-Time Systems Using Fuzzy C-Means Clustering
Abstract:

A computationally simple approach of model order reduction for single input single output (SISO) and linear timeinvariant discrete systems modeled in frequency domain is proposed in this paper. Denominator of the reduced order model is determined using fuzzy C-means clustering while the numerator parameters are found by matching time moments and Markov parameters of high order system.

Keywords:
Model Order reduction, Discrete-time system, Fuzzy C-Means Clustering, Padé approximation.