IEEE Transactions on Automatic Control · 1970 · 881 citations · 4 references
Natural SciencesMathematicsSystems EngineeringDynamical SystemsOptimizationProcess ControlControl Of Dynamical SystemsControl SystemsControl TheoryFeedback ControlMultivariable ControlOptimal ControlFeedback Control TheoryLinear Control SystemsLinear Time-invariant SystemsLinear-quadratic ControlOptimal Feedback ControlOutput Feedback Control
The optimal control of linear time-invariant systems with respect to a quadratic performance criterion is discussed. The problem is posed with the additional constraint that the control vector <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">u(t)</tex> is a linear time-invariant function of the output vector <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">y(t) (u(t) = -Fy(t))</tex> rather than of the state vector <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">x(t)</tex> . The performance criterion is then averaged, and algebraic necessary conditions for a minimizing <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">F\ast</tex> are found. In addition, an algorithm for computing <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">F\ast</tex> is presented.
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New Results in Linear Filtering and Prediction Theory
R. E. Kalman, R. S. Bucy · Journal of Basic Engineering · 1961 · 6.3K citations
Observers for multivariable systems
David G. Luenberger · IEEE Transactions on Automatic Control · 1966 · 1.7K citations