132 citations · 330 across the 12 of their papers we have counts for
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eess.SY2014
A Probabilistic Approach to Robust Optimal Experiment Design with Chance Constraints
Ali Mesbah, Stefan Streif
Accurate estimation of parameters is paramount in developing high-fidelity models for complex dynamical systems. Model-based optimal experiment design (OED) approaches enable syste…
eess.SY2014
Stability for Receding-horizon Stochastic Model Predictive Control
Joel A. Paulson, Stefan Streif, Ali Mesbah
A stochastic model predictive control (SMPC) approach is presented for discrete-time linear systems with arbitrary time-invariant probabilistic uncertainties and additive Gaussian…