TY - JOUR
T1 - Indirect Adaptive Control of Piecewise Affine Systems without Common Lyapunov Functions
AU - Liu, Tong
AU - Liu, Fangzhou
AU - Buss, Martin
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2022
Y1 - 2022
N2 - In this letter, we propose a novel indirect model reference adaptive control approach for uncertain piecewise affine systems. This approach exploits a barrier Lyapunov function to construct novel adaptation laws and average dwell time constraints for switching. Compared to the previous research, where closed-loop stability and asymptotic tracking can only be established with a common Lyapunov function, the current approach allows a multiple Lyapunov function setting and enables broader applications. Furthermore, the estimation errors of control gains and subsystem parameters are proved to converge to zero asymptotically if a persistent excitation condition is satisfied. A simulation example of the pitch control of a helicopter system shows the effectiveness of the proposed approach.
AB - In this letter, we propose a novel indirect model reference adaptive control approach for uncertain piecewise affine systems. This approach exploits a barrier Lyapunov function to construct novel adaptation laws and average dwell time constraints for switching. Compared to the previous research, where closed-loop stability and asymptotic tracking can only be established with a common Lyapunov function, the current approach allows a multiple Lyapunov function setting and enables broader applications. Furthermore, the estimation errors of control gains and subsystem parameters are proved to converge to zero asymptotically if a persistent excitation condition is satisfied. A simulation example of the pitch control of a helicopter system shows the effectiveness of the proposed approach.
KW - Indirect adaptive control
KW - multiple Lyapunov function
KW - parameter estimation
KW - switched systems
UR - http://www.scopus.com/inward/record.url?scp=85121375291&partnerID=8YFLogxK
U2 - 10.1109/LCSYS.2021.3133800
DO - 10.1109/LCSYS.2021.3133800
M3 - Article
AN - SCOPUS:85121375291
SN - 2475-1456
VL - 6
SP - 1808
EP - 1813
JO - IEEE Control Systems Letters
JF - IEEE Control Systems Letters
ER -