Type: Conference paper
Two Stage Identification of Linear Switched Systems
Journal: 2025 29th International Computer Conference, Computer Society of Iran, CSICC 2025 ()Year: 2019Volume: Issue: Pages: 1216 - 1220
DOI:10.1109/IranianCEE.2019.8786407Language: English
Abstract
The aim of this paper is to propose an identification scheme for linear switched systems with state space description. The method consists of two stages: First, output matrix elements are identified by Kaczmarz Algorithm and then by k-means clustering algorithm, switching time is estimated; Second, by passing the estimated switching time to an adaptive observer in serial-parallel form, input and state matrices are estimated. Identification method is tested on numerical simulation. © 2019 IEEE.
Author Keywords
hybrid systemslinear switched systemsswitching time estimationsystem identification
Other Keywords
Hybrid systemsIdentification (control systems)K-means clusteringNumerical methodsAdaptive observerIdentification methodIdentification schemeKaczmarz algorithmLinear switched systemsState-space descriptionSwitching timeTwo-stage identificationMatrix algebra