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Multiparameter Symbolic Sensitivity Analysis Enhanced by Nullor Model and Modified Coates Flow Graph

机译:Nullor模型和改进的Coates流图增强了多参数符号灵敏度分析

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In symbolic sensitivity analysis very important role plays the number of additionally generated expressions and in consequence additional number of arithmetical operations. The main drawback of some methods based on the adjoint graph or on the two-graph technique, i.e. the necessity to multiply analyze the corresponding graph, is avoided. Advantages of the method suggested are that, the matrix inversion is not required and the Coates graph is significantly simplified. Simplifications of the method introduced in this paper lead to the significant reduction of the final symbolic expressions without violation of accuracy. This simplification method can be considered as SBG-type and has an important impact on symbolic analysis. A special software tool called "HoneySen" has been developed to implement the suggested method. In the paper, it was shown that the presented method is more effective than the transimpedance method taking the number of arithmetical operations and the circuit insight into consideration. Comparison results for the multiparameter sensitivity calculations of the voltage the transfer function for a fourth-order low pass filter and a second-order high-pass filter are presented.
机译:在符号敏感性分析中,非常重要的角色是额外生成的表达式的数量,因此,算术运算的数量也会增加。避免了基于伴随图或基于两图技术的某些方法的主要缺点,即必须对相应的图进行多重分析。所建议的方法的优点在于,不需要矩阵求逆,并且极大地简化了Coates图。本文介绍的方法的简化导致最终符号表达式的显着减少,而又不影响准确性。这种简化方法可以认为是SBG类型,对符号分析有重要影响。已经开发出一种名为“ HoneySen”的特殊软件工具来实施建议的方法。在本文中,考虑到算术运算的数量和电路知识,表明该方法比跨阻抗方法更有效。给出了针对四阶低通滤波器和二阶高通滤波器的电压,传递函数的多参数灵敏度计算的比较结果。

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