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math.OC2013
Probabilistic and Set-based Model Invalidation and Estimation using LMIs
Stefan Streif, Didier Henrion, Rolf Findeisen
Probabilistic and set-based methods are two approaches for model invalidation, parameter and state estimation. Both classes of methods use different types of data, i.e. determinist…
math.OC2013
Estimation of consistent parameter sets for continuous-time nonlinear systems using occupation measures and LMI relaxations
Stefan Streif, Philipp Rumschinski, Didier Henrion +1
Obtaining initial conditions and parameterizations leading to a model consistent with available measurements or safety specifications is important for many applications. Examples i…