Title :
ℌ2 adaptive control
Author :
Yucelen, Tansel ; Calise, Anthony J. ; Chandramohan, Rajeev
Author_Institution :
School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, 30332-0150, USA
fDate :
June 30 2010-July 2 2010
Abstract :
Model reference adaptive control laws are derived using an ℌ2 optimization approach. In addition, this leads to ℌ2 forms of well known σ- and ℯ- modification based adaptive control architectures. It is shown that ℌ2 adaptive control leads to smaller tracking errors without requiring high adaptation gain. Instead it provides an optimal time varying adaptation gain that results in improved performance without tuning of the adaptation gain.
Keywords :
Adaptive control; Aerodynamics; Constraint optimization; Control systems; Eigenvalues and eigenfunctions; Error correction; Hydrogen; Linear approximation; Nonlinear control systems; Performance gain;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5530645