LMIs in Control/pages/Delay Independent Time-Delay Stabilization

Stabilization of Time-Delay Systems - Delay Independent Case

Suppose, for instance, there was a system where a time-delay was introduced. In that instance, stabilization would have to be done in a different manner. The following example demonstrates how one can stabilize such a system independent of the delay.

The System

For this particular problem, suppose that we were given the time-delayed system in the form of:

$\begin{array}{c}\{\begin{array}{cc}\dot{x}(t)& =Ax(t)+A_d(t-d)+Bu(t),\\ x(t)& =\varphi (t),t\in [0,d],0<d\le \overline{d},\end{array}\end{array}$

where

$\begin{array}{cc}& A{A}_d\in {ℝ}^{n\times n},B\in {ℝ}^{nxr}\text{ are the system coefficient matrices,}\\ & \varphi (t)\text{ is the initial condition,}\\ & d\text{ represents the time-delay, and}\\ & \overline{d}\text{ is a known upper-bound of }d\\ \end{array}$

Then the LMI for determining the Time-Delay System for the Delay-Independent case would be obtained as described below.

The Data

In order to obtain the LMI, we need the following 3 matrices: $A,A_d,$ and $B$.

The Optimization Problem

Suppose - for the time-delayed system given above - we were asked to design a memoryless state-feedback control law where $u=Kx$ such that the closed-loop system:

$\begin{array}{c}\{\begin{array}{cc}\dot{x}(t)& =(A+BK)x(t)+A_d(t-d),\\ x(t)& =\varphi (t),t\in [0,d],0<d\le \overline{d},\end{array}\end{array}$

is simultaneously both uniform and asymptotically stable, then the system would be stabilized as follows.

The LMI: The Delay-Independent Stabilization of Time-Delay Systems

From the given pieces of information, it is clear that the optimization problem only has a solution if there exists a matrix$W\in {ℝ}^{r\times n}$ and 2 symmetric matrices $X>0$ and $Y>0$ that satisfy the following:

$\begin{array}{cc}\left[\begin{array}{ccc}X{A}^T+AX+BW+W^T{B}^T+Y& & A_{d}X\\ X{A_d}^T& & -Y\end{array}\right]& <0\\ \end{array}$

Conclusion:

Given the resulting feedback gain matrix $K=W{X}^{-1}$, it can be observed that the matrix is asymptotically stable while simultaneously ensuring that the solution is delay-independent from the time-delay system where this gain matrix was derived.

Implementation

• Example Code - A GitHub link that contains code (titled "DelayIndependentTimeDelay.m") that demonstrates how this LMI can be implemented using MATLAB-YALMIP.

Related LMIs

• [[../Delay Dependent Time-Delay Stabilization/]] - Equivalent LMI for delay-dependent time-delay stabilization.

External Links

A list of references documenting and validating the LMI.

• LMI Methods in Optimal and Robust Control - A course on LMIs in Control by Matthew Peet.
• LMI Properties and Applications in Systems, Stability, and Control Theory - A List of LMIs by Ryan Caverly and James Forbes.
• LMIs in Systems and Control Theory - A downloadable book on LMIs by Stephen Boyd.
• LMIs in Control Systems: Analysis, Design and Applications - A book co-authored by Guang-Ren Duan and Hai-Hua Yu.