Calculation of discrete-time process noise statistics for hybrid continuous/discrete-time applications

Calculation of discrete-time process noise statistics for hybrid continuous/discrete-time applications

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Article ID: iaor1997639
Country: United Kingdom
Volume: 17
Issue: 2
Start Page Number: 151
End Page Number: 155
Publication Date: Apr 1996
Journal: Optimal Control Applications & Methods
Authors: ,
Keywords: statistics: general
Abstract:

Discrete-time models of continuous-time plants are commonly required owing to the popular use of computers to implement control and estimation algorithms. When stochastic design techniques such as the discrete-time Kalman filter are utilized, it is necessary to determine the equivalent discrete-time process noise statistics from the continuuous-time process noise statistics. Herein is presented a new solution for the required transformation.

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