Discrete-time mixed-norm H2/H8 controller synthesis

H 2 /H∞ optimal control synthesis enables the design of controllers for simultaneous rejection of both narrow-band and wide-band disturbances and also has applications in robust control. Synthesis equations in the form of coupled Riccati and Lyapunov equations are available for both full-order and reduced-order, continuous-time H 2 /H∞ control design and it is possible to base numerical algorithms on these synthesis equations. However, currently it has not been found feasible to develop such synthesis equations for the equivalent discrete-time problems. This highlights the necessity of parameter optimization approaches to the design of discrete-time H 2 /H∞ controllers. This paper considers H 2 /H∞ discrete-time controller design and develops a solution approach that relies on continuation algorithms. The results are illustrated using a benchmark non-collocated flexible structure example.

[1]  Isaac Kaminer,et al.  Mixed H2/H∞ control for discrete-time systems via convex optimization , 1992, American Control Conference.

[2]  Uy-Loi Ly,et al.  Mixed H2/H∞ - control with an output-feedback compensator using parameter optimization , 1992, 1992 American Control Conference.

[3]  P. Khargonekar,et al.  State-space solutions to standard H/sub 2/ and H/sub infinity / control problems , 1989 .

[4]  Emmanuel G. Collins,et al.  Homotopy algorithm for maximum entropy design , 1994 .

[5]  R. Skelton,et al.  A note on balanced controller reduction , 1984 .

[6]  D. Bernstein,et al.  Generalized Riccati equations for the full- and reduced-order mixed-norm H 2 / H ∞ , 1990 .

[7]  Emmanuel G. Collins,et al.  Design of Reduced-Order, H2 Optimal Controllers Using a Homotopy Algorithm , 1993, 1993 American Control Conference.

[8]  Anthony J. Calise,et al.  Fixed order dynamic compensation for multivariable linear systems , 1986 .

[9]  Emmanuel G. Collins,et al.  An efficient numerically robust homotopy algorithm for H2 model reduction using the optimal projecton equations , 1996 .

[10]  Arthur E. Bryson,et al.  Attitude Control of a Flexible Spacecraft , 1978 .

[11]  Emmanuel G. Collins,et al.  Construction of low authority, nearly nonminimal LQG compensators for reduced-order control design , 1994, Proceedings of 1994 American Control Conference - ACC '94.

[12]  Raymond A. DeCarlo,et al.  Continuation methods: Theory and applications , 1983 .

[13]  W. Haddad,et al.  LQG control with an H∞ performance bound: a riccati equation approach , 1988, 1988 American Control Conference.

[14]  Dennis S. Bernstein,et al.  H2/H∞ controller synthesis: illustrative numerical results via quasi-newton methods , 1991, 1991 American Control Conference.

[15]  D. Denery An Identification Algorithm That Is Insensitive to Initial Parameter Estimates , 1971 .

[16]  George A. Geist Reduction of a general matrix to tridiagonal form using a hypercube multiprocessor , 1991 .

[17]  L. Watson Numerical linear algebra aspects of globally convergent homotopy methods , 1986 .

[18]  K. Glover,et al.  State-space approach to discrete-time H∞ control , 1991 .

[19]  D. Bernstein,et al.  Mixed-norm H 2 /H ∞ regulation and estimation: the discrete-time case , 1991 .

[20]  D. Bernstein,et al.  Explicit construction of quadratic lyapunov functions for the small gain, positivity, circle, and popov theorems and their application to robust stability. part II: Discrete-time theory , 1993 .

[21]  Joe H. Chow,et al.  A Feedback Descent Method for Solving Constrained LQG Control Problems , 1992, 1992 American Control Conference.

[22]  Michael Green,et al.  Discrete time H∞ control , 1989 .