Title :
Simultaneous scaling for MIMO controller certification
Author :
Park, Jisang ; Bitmead, Robert R.
Author_Institution :
Univ. of California, San Diego
Abstract :
We consider methods for the computation of; maximal MIMO stability margins bpc, minimal V-gap metrics zetav, and the maximal difference between these two values, through the use of scaling and weighting functions. We propose simultaneous scaling selections that maximize the generalized stability margin and minimize the V-gap. The minimization of the V-gap by scaling involves a non-convex optimization. We modify the XY-centering algorithm to handle this non-convexity. This is done for applications in controller certification, where the experimentally tested performance of one controller is used to provide guarantees on other controllers´ performance without the need for additional tests.
Keywords :
MIMO systems; concave programming; stability; MIMO controller certification; XY-centering algorithm; maximal MIMO stability; minimal V-gap metrics; nonconvex optimization; simultaneous scaling; Aerospace engineering; Certification; Feedback loop; Linear matrix inequalities; MIMO; Measurement units; Robust stability; Testing; Transfer functions; USA Councils; ν-gap metric; Controller Certification; Linear Matrix Inequality; Multivariable Stability Margin; Scaling;
Conference_Titel :
Decision and Control, 2007 46th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
978-1-4244-1497-0
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2007.4434796