LMIs in Control/pages/Switched Systems Rise time
Rise time Specification for Switched Systems
This LMI lets you specify desired performance (rise time). Note that arbitrarily switching between stable systems can lead to instability whilst switching can be done between individually unstable systems to achieve stability.
The System[edit | edit source]
Suppose we were given the switched system such that
where , , , and for any .
modes of operation
The Data[edit | edit source]
In order to properly define the acceptable region of the poles in the complex plane, we need the following pieces of data:
- matrices ,
- rise time ()
Having these pieces of information will now help us in formulating the optimization problem.
The Optimization Problem[edit | edit source]
Using the data given above, we can now define our optimization problem. We first have to define the acceptable region in the complex plane that the poles can lie on using the following inequality constraints:
Assume that is the complex pole location, then:
This then allows us to modify our inequality constraints as:
The LMI: An LMI for Rise time Specification[edit | edit source]
Suppose there exists and such that
Conclusion:[edit | edit source]
The resulting controller can be recovered by
Implementation[edit | edit source]
The implementation of this LMI requires Yalmip and Sedumi /MOSEK 
External Links[edit | edit source]
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.
Related LMIs[edit | edit source]