基于Arduino、UNO和FPGA的Mamdani模糊系统实现

Marcos Gutierrez-Lopez, Andy Montalvo-Fernández, J. Padilla-Medina, F. Pérez-Pinal, A. Barranco-Gutiérrez
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引用次数: 0

摘要

FPGA是实现快速复杂电路的可靠平台。此外,如今Arduino微控制器非常常用,因为它具有典型的预加载功能,便于其使用。直观地说,FPGA由于其并行化的可能性而更快。本工作的目的是以定量的方式展示Arduino UNO和FPGA Xilinx Spartan 3E 100 CP132作为嵌入式模糊系统时的性能差异。这可能会引起争论,以决定是否使用一个或另一个平台的这类应用程序。本文提出了一个模糊系统实现的马姆达尼类型来推断给餐馆的小费,其中它是衡量在实施和执行所花费的时间;然后对结果进行比较。最后,提供了系统之间的最小数值差异,但突出了编程时间和处理时间的差异。
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A Mamdani fuzzy system implementation on Arduino UNO and FPGA
The FPGA is the robust platform to implement fast and complex circuits in the industry. Also, nowadays, Arduino microcontroller is very used because has typical preloaded functions that facilities its use. Intuitively it is known that FPGA is faster due its parallelization possibilities. The purpose of this work is to show in a quantitative way, the difference in performance between Arduino UNO and FPGA Xilinx Spartan 3E 100 CP132 when they are used as embedded Fuzzy system. This may bring arguments to decide whether to use one or another platform for this kind of applications. This paper presents a fuzzy system implementation of a Mamdani type to infer the tip given to a restaurant, where it was measured the time spent in implementing and executing; then the results were compared. These last, offered a minimal numeric difference between systems but highlighted the difference in programming time and processing time.
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