CONTROLLABILITY: If a system is described by the equation [dx/dt] = [A][x] + [B][u] (where A, B) are matrices Then the system is said to be controllable if rank [B AB A2B ... An-1B] = n Therefore for a Single-Input-Single-Output [SISO] system the controllability matrix Pc is given by Pc = [B AB A2B ... An-1B] If the determinant of Pc is nonzero the system is controllable
OBSERVABILITY: The roots of the characteristic equation can be placed where desired in the s-plane if, and only if, a system is observable and controllable! If a system is described by the equations [dx/dt] = [A][x] + [B][u] and [y] = [C][x] (where A, B, C) are matrices then the observability matrix Qo is defined as Qo = [B AB A2B ... An-1B]T Then the system is observable if the determinant of Qo is nonzero! The figure below shows the notional concepts of controllable, observable, uncontrollable and unobservable.
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