H infinity Analysis Revisited

This paper proposes a direct, and simple approach to the H infinity norm calculation in more general settings. In contrast to the method based on the Kalman-Yakubovich-Popov lemma, our approach does not require a controllability assumption, and returns a sinusoidal input that achieves the H infinity norm of the system including its frequency. In addition, using a semidefinite programming duality, we present a new proof of the Kalman- Yakubovich-Popov lemma, and make a connection between strong duality and controllability. Finally, we generalize our approach towards the generalized Kalman-Yakubovich-Popov lemma, which considers input signals within a finite spectrum.

[1]  John Doyle,et al.  A Lagrangian dual approach to the Generalized KYP lemma , 2013, 52nd IEEE Conference on Decision and Control.

[2]  Mi-Ching Tsai,et al.  Robust and Optimal Control , 2014 .

[3]  Fernando Paganini,et al.  A Course in Robust Control Theory , 2000 .

[4]  A. Rantzer On the Kalman-Yakubovich-Popov lemma , 1996 .

[5]  Yoshio Ebihara,et al.  An elementary proof for the exactness of (D, G) scaling , 2009, 2009 American Control Conference.

[6]  Shinji Hara,et al.  Generalized KYP lemma: unified frequency domain inequalities with design applications , 2005, IEEE Transactions on Automatic Control.

[7]  T. Iwasaki,et al.  Generalized S-procedure and finite frequency KYP lemma , 2000 .

[8]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[9]  E. Yaz Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.

[10]  Bassam Bamieh,et al.  A simple approach to H∞ analysis , 2013, 52nd IEEE Conference on Decision and Control.

[11]  M. Steinbuch,et al.  A fast algorithm to computer the H ∞ -norm of a transfer function matrix , 1990 .

[12]  Venkataramanan Balakrishnan,et al.  Semidefinite programming duality and linear time-invariant systems , 2003, IEEE Trans. Autom. Control..

[13]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[14]  S. Boyd,et al.  A regularity result for the singular values of a transfer matrix and a quadratically convergent algorithm for computing its L ∞ -norm , 1990 .