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基于遗传算法的集成型单片机控制信号处理系统优化 被引量:1

Optimization of Integrated Single Chip Microcomputer Control Signal Processing System Based on Genetic Algorithm
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摘要 为解决传统信号处理系统存在滤波均方差控制效果差的问题,设计针对集成型单片机控制信号的处理系统。系统硬件结构由集成型单片机与通信设备构成,完善单片机控制信号处理过程,建立信号处理工作单元与标志位,确保控制信号准确地传输到BUF1空间内。引进遗传算法计算单片机控制信号适应度,获取适应度高的控制信号,并校正变异算子,实现系统功能优化。结果表明:所提系统可实现滤波均方差有效控制,系统可实现信号的控制。 In order to solve the problem of poor filtering mean square error control effect in traditional signal processing system,a signal processing system based on integrated single chip microcomputer is designed.The hardware structure of the system is composed of integrated single chip microcomputer and communication equipment.The control signal process of single chip microcomputer is improved.Signal processing unit and flag bit are established to ensure that the control signal is accurately transmitted to BUF1.Genetic algorithm is introduced to calculate the fitness of single chip microcomputer control signal,obtain the control signal with high fitness,and correct the mutation operator to optimize the system function.The results show that the proposed system can realize the effective control of filtering mean square error,which proves that the system can realize the signal control.
作者 郭强 Guo Qiang(Hefei University of Technology,Hefei,Anhui 230009,China;Anhui Technical college of Industry and Economy,Hefei,Anhui 230051,China)
出处 《黑龙江工业学院学报(综合版)》 2021年第9期61-65,共5页 Journal of Heilongjiang University of Technology(Comprehensive Edition)
基金 安徽省高校人文社科一般项目(项目编号:2020sk05) 安徽省思想政治工作创新项目(项目编号:sztsjh-2020-5-40) 安徽工业经济职业技术学院教学研究项目(项目编号:2020yjyxm07)。
关键词 遗传算法 集成型单片机 控制信号 处理系统 硬件设计 genetic algorithm integrated single chip microcomputer control signal processing system hardware design
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