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Kalman-Yakubovich-Popov lemma



The Kalman-Yakubovich-Popov lemma is a result in system analysis and control theory which states: Given a number gamma > 0, two n-vectors b, c and an n by n Hurwitz matrix A, if the pair (A,b) is completely controllable, then a symmetric matrix P and a vector q satisfying



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