状态空间数字滤波器的另一种灵敏度

Chengshan Xiao
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引用次数: 0

摘要

提出了一种新的状态空间数字滤波器灵敏度度量方法。新测度是Tavsanoglu和Thiele测度的改进形式,但新测度有三个优点:(1)当数字滤波器的状态空间实现包含0和/spl + /1系数时,它比Tavsanoglu和Thiele测度更精确;(2)它可以用来解释为什么稀疏Schur和Hessenberg实现比相应的全参数化优化实现具有更好的实际灵敏度性能;(3)等于Hwang在动态约束下得到的全局舍入噪声增益G=tr(QW)+/spl gamma/。
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An alternative sensitivity for state-space digital filters
In this paper, a new sensitivity measure for state-space digital filters is proposed. The new measure is a modified form of Tavsanoglu and Thiele's measure, but the new one has three advantages: (1) it is more precise than Tavsanoglu and Thiele's measure when the state-space realizations of a digital filter contain 0 and /spl plusmn/1 coefficients; (2) it can be used to explain why the sparse Schur and Hessenberg realizations will give a better actual sensitivity performance than the corresponding fully parametrized optimal realizations; (3) it is equal to the global roundoff noise gain G=tr(QW)+/spl gamma/ obtained by Hwang under the dynamic constraint.
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