Am having a problem in using the LMI toolbox functions lmivar and lmiterm to minimize thefunction, can somebody please show me how i can define the terms of theorem 3.1 in matlab?
You can use the YALMIP toolbox with matlab, with it is very simple to define matrix inequalities. See this example: https://yalmip.github.io/tutorial/semidefiniteprogramming/