A finite-sample targeted exploration method for LTI systems that guarantees parameter accuracy via non-asymptotic bounds and sinusoidal excitation accounting for transients.
Opt imal experiment design for open and closed-loop system identific ation
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Beyond Asymptotics: Targeted exploration with finite-sample guarantees
A finite-sample targeted exploration method for LTI systems that guarantees parameter accuracy via non-asymptotic bounds and sinusoidal excitation accounting for transients.