A Lagrangian dual approach to the Generalized KYP lemma

This paper presents a new, elementary proof for the Generalized Kalman-Yakubovich-Popov lemma based on Lagrangian duality, and a new sufficient Linear Matrix Inequality test for a bandpass type frequency bound. Numerical experiments have failed to find a gap, so it is possible that the new LMI test may be necessary.

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