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Journal of Zhejiang University SCIENCE A
ISSN 1673-565X(Print), 1862-1775(Online), Monthly
2003 Vol.4 No.6 P.651-657
Optimization of block floating point realizations for digital controllers with finite word length considerations
Abstract: The closed-loop stability issue of finite-precision realizations was investigated for digital controllers implemented in block-floating-point format. The controller coefficient perturbation was analyzed resulting from using finite word length (FWL) block-floating-point representation scheme. A block-floating-point FWL closed-loop stability measure was derived which considers both the dynamic range and precision. To facilitate the design of optimal finite-precision controller realizations, a computationally tractable block-floating-point FWL closed-loop stability measure was then introduced and the method of computing the value of this measure for a given controller realization was developed. The optimal controller realization is defined as the solution that maximizes the corresponding measure, and a numerical optimization approach was adopted to solve the resulting optimal realization problem. A numerical example was used to illustrate the design procedure and to compare the optimal controller realization with the initial realization.
Key words: Digital controller, Finite word length, Block-floating-point, Closed-loop stability, Optimization
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DOI:
10.1631/jzus.2003.0651
CLC number:
O224
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2024-08-27
Received:
2023-10-17
Revision Accepted:
2024-05-08
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