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Estimation of Steady-State Optimal Filter Gain From Nonoptimal Kalman Filter Residuals
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper proposes a new algorithm to estimate the optimal steady-state Kalman filter gain of a linear, discrete-time, time-invariant stochastic system from nonoptimal Kalman filter residuals. ...
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 ...
Timoshenko Beam Modeling for Parameter Estimation of NASA Mini-Mast Truss
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper a distributed parameter model for the estimation of modal characteristics of NASA Mini-Mast truss is proposed. A closed-form solution of the Timoshenko beam equation, for a uniform ...
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 ...