Functional gains are kernel functions in integral representations of feedback operators. We consider the case where these operators are computed by solving algebraic Riccati equations arising from infinite dimensional LQR/LQG control problems. When these gains exist and can be computed, one has information that provides insight into sensor location and design of low order-local dynamic compensators. Burns and King (1994) showed that distributed parameter systems described by certain parabolic partial differential equations often have a special structure that smoothes solutions of the corresponding Riccati equation. When this result is applied to problems with distributed controllers it can be established that the resulting feedback operator is also smooth. However, it is the continuity of the input operator that leads to a positive result in this case. We present numerical results that suggest that for boundary control of the 2D heat equation, the functional gains exist and have compact support near the boundary where the control is applied. Both properties are important in addressing sensor and actuator location problems and they have practical implications in the design of reduced order controllers for PDE systems. We use these results to guide the placement of discrete sensors and compare the results to full state feedback.
[1]
Acce-Man Ftor,et al.
A Note on the Regularity of Solutions of Infinite Dimensional Riccati Equations
,
.
[2]
John A. Burns,et al.
Optimal sensor location for robust control of distributed parameter systems
,
1994,
Proceedings of 1994 33rd IEEE Conference on Decision and Control.
[3]
Irena Lasiecka,et al.
Differential and Algebraic Riccati Equations With Application to Boundary/Point Control Problems: Continuous Theory and Approximation Theory
,
1991
.
[4]
Alfredo Germani,et al.
Approximation of the algebraic Riccati equation in the Hilbert space of Hilbert-Schmidt operators
,
1993
.
[5]
John A. Burns,et al.
A note on the regularity of solutions of in nite dimensional Riccati equations
,
1994
.
[6]
J. Burns,et al.
A Reduced Basis Approach to the Design of Low-Order Feedback Controllers for Nonlinear Continuous Systems
,
1998
.
[7]
Belinda B. King.
Existence of Functional Gains for Parabolic Control Systems
,
1995
.