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Simplified Symbolic Gain, CMRR and PSRR Analysis of Analog Amplifiers Using Simulated Annealing

机译:使用模拟退火简化模拟放大器的符号增益,CMRR和PSRR分析

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Modeling common-mode rejection ratio (CMRR) and power-supply rejection ratio (PSRR) is of utmost importance during the design of analog integrated circuits. Unfortunately, symbolic analysis suffers from the exponential growing of the complexity of expressions with the circuit size, symbolic simplification techniques should be utilized for the analysis of practical circuits. In this paper, we propose a methodology for the automatic simplified symbolic analysis of gain, CMRR and PSRR in analog amplifiers. We introduce a multi-objective simulated annealing for the simplification of derived symbolic expressions. The fitness function is to minimize the number of symbolic terms while satisfying the optimization constraints. In contrast to the classical criteria which simplify different polynomials separately, the main objective of the proposed criterion is to consider the correlation between different polynomials, during the simplification procedure. The method has been successfully coded in MATLAB and simulated over two analog amplifiers. Comparison of the numerical results extracted from the simplified symbolic expressions with HSPICE demonstrates the efficiency of the proposed methodology.
机译:在模拟集成电路的设计中,对共模抑制比(CMRR)和电源抑制比(PSRR)建模至关重要。不幸的是,符号分析受表达式的复杂性随电路尺寸的指数增长的困扰,应使用符号简化技术来分析实际电路。在本文中,我们提出了一种用于模拟放大器中增益,CMRR和PSRR的自动简化符号分析的方法。为了简化派生的符号表达式,我们引入了多目标模拟退火。适应度函数是在满足优化约束的同时最小化符号项的数量。与分别简化不同多项式的经典准则相反,提出的准则的主要目标是在简化过程中考虑不同多项式之间的相关性。该方法已在MATLAB中成功编码,并通过两个模拟放大器进行了仿真。从简化符号表达式中提取的数值结果与HSPICE的比较证明了所提出方法的有效性。

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