Title | ||
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Jointly optimized error-feedback and realization for roundoff noise minimization in state-estimate feedback digital controllers |
Abstract | ||
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The joint optimization problem of error-feedback and realization for the closed-loop system with a state- estimate feedback digital controller is investigated where the main objective is to minimize the effects of round- off noise at the closed-loop system output subject to l2-norm dynamic-range scaling constraints. It is shown that the problem can be converted into an unconstrained optimization problem by using linear-algebraic tech- niques. The unconstrained optimization problem at hand is then solved iteratively by employing an efficient quasi-Newton algorithm with closed-form formulas for key gradient evaluation. Analytical details are given as to how the proposed technique can be applied to the cases where the error-feedback matrix is a general, di- agonal, or scalar matrix. A numerical example is pre- sented to illustrate the utility of the proposed technique. |
Year | Venue | Keywords |
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2008 | EUSIPCO | iir filters,closed loop systems,digital control,linear algebra,signal processing,state estimation,closed-form formulas,closed-loop system,error-feedback,linear-algebraic techniques,quasi-newton algorithm,roundoff noise minimization,scalar matrix,state-estimate feedback digital controllers |
Field | DocType | ISSN |
Diagonal,Matrix (mathematics),Control theory,Minification,Scaling,Optimization problem,Diagonal matrix,Digital control,Roundoff noise,Mathematics | Conference | 2219-5491 |
Citations | PageRank | References |
2 | 0.54 | 4 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Takao Hinamoto | 1 | 158 | 50.09 |
Keijiro Kawai | 2 | 2 | 0.54 |
Masayoshi Nakamoto | 3 | 61 | 11.70 |
Wu-Sheng Lu | 4 | 329 | 49.40 |