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An evolutionary method for analog circuits optimization exploiting Mosfet-C filters

机译:利用Mosfet-C滤波器进行模拟电路优化的进化方法

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The nature of analog circuits design has lent it perfectly to evolutionary optimization techniques. This is due to components functional and performance dependencies on each other and on a suite of other parameters such as frequency, temperature etc. Traditionally, analog circuits are devised using known structures, which can limit the degree of freedom regarding the specifics of the circuit, along with time to create and test the design. This paper presents an approach that bypasses conventional methods of analog circuit design, by approaching the design technique utilizing an evolutionary algorithmic method, in particular Genetic Algorithms (GA). In a two phase process, the techniques first finds MOSFET characteristics to perform the desired integrated resistance functionality, and in phase 2, a full analog circuit design is performed utilizing integrated components chosen in phase 1. The limitless circuit structure not only allows extra degrees of freedom, but consequently creates a vast search space. This paper not only presents a non-traditional approach to circuit design, but also gives an insight to the power of Genetic Algorithms to solve complex problems by utilizing a simple design. In particular this paper focuses on active low-pass filters.
机译:模拟电路设计的本质使其完全适用于进化优化技术。这是由于组件彼此之间以及一系列其他参数(例如频率,温度等)在功能和性能上的依赖关系。传统上,模拟电路是使用已知结构设计的,这可能会限制有关电路特性的自由度,伴随着时间来创建和测试设计。本文提出了一种通过使用进化算法方法(特别是遗传算法(GA))的设计技术来绕开模拟电路设计的传统方法的方法。在两阶段过程中,该技术首先找到MOSFET特性以执行所需的集成电阻功能,然后在阶段2中,利用在阶段1中选择的集成组件执行完整的模拟电路设计。自由,但因此创造了广阔的搜索空间。本文不仅提出了一种非传统的电路设计方法,而且还洞悉了遗传算法通过利用简单的设计来解决复杂问题的能力。本文特别关注有源低通滤波器。

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