Optimization of control source configuration in active control systems using Gram-Schmidt orthogonalization

Citation
F. Asano et al., Optimization of control source configuration in active control systems using Gram-Schmidt orthogonalization, IEEE SPEECH, 7(2), 1999, pp. 213-220
Citations number
13
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING
ISSN journal
10636676 → ACNP
Volume
7
Issue
2
Year of publication
1999
Pages
213 - 220
Database
ISI
SICI code
1063-6676(199903)7:2<213:OOCSCI>2.0.ZU;2-1
Abstract
In active control systems, the configuration of the control sources greatly affects the performance. In this paper, a method for optimizing the number and location of control sources is proposed, As a criterion for the optimi zation, the linear independence of the transfer impedance vector is employe d, A physical interpretation of the linear independence of the transfer imp edance vector is the independent contribution of each control source that i s not substitutable by the other sources, In the optimization process, cont rol sources are determined one by one using Gram-Schmidt orthogonalization so that the corresponding transfer impedance vectors are the most linearly independent. The results of the simulation show the optimized configuration to have small control error, Moreover, for the optimized configuration, th e transfer impedance matrix exhibits a small condition number, which result s in robustness of the system in the face of changes in the environment.