Path: Common/Control
% Create an optimal estimator. Create an optimal estimator given a discrete time model of the form x[k+1] = phi x[k] + gamma w The estimator will be of the form xE = phi*xE + gamma*u + k*(y-h*xE) -------------------------------------------------------------------------- Form: k = DQCE( phi, gamma, h, rw, rv ) -------------------------------------------------------------------------- ------ Inputs ------ phi State transition matrix gamma Input matrix for plant noise h Measurement matrix rw Process noise rv Measurement noise ------- Outputs ------- k Optimal gain -------------------------------------------------------------------------- References: Franklin, G.F., J.D. Powell, M.L. Workman, Digital Control of Dynamic Systems, 2nd Edition, Addison-Wesley, 1990, p. 452. --------------------------------------------------------------------------
Common: Control/DRiccati
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