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Iterative LQG Controller Design Through Closed-Loop Identification
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper presents an iterative LQG controller design approach for a linear stochastic system with an uncertain openloop model and unknown noise statistics. This approach consists of closed-loop ...
Identification of Stochastic System and Controller via Projection Filters
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A method based on projection filters is presented for identifying an open-loop stochastic system with an existing feedback controller. The projection filters are derived from the relationship ...