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IIR数字滤波器设计的搜寻者优化算法

戴朝华 戴朝华 陈维荣 陈维荣 朱云芳 朱云芳 郑永康 郑永康 李奇 李奇

戴朝华, 戴朝华, 陈维荣, 陈维荣, 朱云芳, 朱云芳, 郑永康, 郑永康, 李奇, 李奇. IIR数字滤波器设计的搜寻者优化算法[J]. 西南交通大学学报, 2009, 22(6): 871-876.
引用本文: 戴朝华, 戴朝华, 陈维荣, 陈维荣, 朱云芳, 朱云芳, 郑永康, 郑永康, 李奇, 李奇. IIR数字滤波器设计的搜寻者优化算法[J]. 西南交通大学学报, 2009, 22(6): 871-876.
DAI Chao-Hua, CHEN Wei-Rong, SHU Yun-Fang, ZHENG Yong-Kang, LI Ai, . IIR Digital Filter Design via Seeker Optimization Algorithm[J]. Journal of Southwest Jiaotong University, 2009, 22(6): 871-876.
Citation: DAI Chao-Hua, CHEN Wei-Rong, SHU Yun-Fang, ZHENG Yong-Kang, LI Ai, . IIR Digital Filter Design via Seeker Optimization Algorithm[J]. Journal of Southwest Jiaotong University, 2009, 22(6): 871-876.

IIR数字滤波器设计的搜寻者优化算法

基金项目: 

国家自然科学基金资助项目(60870004)

详细信息
    作者简介:

    戴朝华(1973-),男,副教授,博士,研究方向为智能信息处理、智能监测与控制等,E-mail: dchzyf@126. com 陈维荣(1965-),男,教授,博士,主要研究方向为铁道电气化、智能信息处理、智能监测技术等,E-mail: wrchen@ swjtu. cn

    戴朝华(1973- ),男,副教授,博士,研究方向为智能信息处理、智能监测与控制等,E-mail:dchzyf@126.com;陈维荣(1965- ),男,教授,博士,主要研究方向为铁道电气化、智能信息处理、智能监测技术等,E-mail:wwhen@swjtu.cn

    戴朝华(1973-),男,副教授,博士,研究方向为智能信息处理、智能监测与控制等,E-mail: dchzyf@126. com 陈维荣(1965-),男,教授,博士,主要研究方向为铁道电气化、智能信息处理、智能监测技术等,E-mail: wrchen@ swjtu. cn

    戴朝华(1973- ),男,副教授,博士,研究方向为智能信息处理、智能监测与控制等,E-mail:dchzyf@126.com;陈维荣(1965- ),男,教授,博士,主要研究方向为铁道电气化、智能信息处理、智能监测技术等,E-mail:wwhen@swjtu.cn

IIR Digital Filter Design via Seeker Optimization Algorithm

  • 摘要: 为进一步提高无限冲击响应(IIR)数字滤波器的性能,提出了一种基于搜寻者优化算法(SOA)的IIR数字滤波器设计方法.SOA基于模拟人的随机搜索行为,由利用位置变化评价得到的经验梯度确定搜索方向,由采用简单模糊规则的不确定性推理确定搜索步长,通过搜寻者在搜索空间的位置更新,实现对优化问题的求解.2个典型设计实例的仿真结果表明,与差分进化算法(DE)和3种改进的粒子群算法(PSO)相比,SOA具有较好的全局寻优能力和较快的收敛速度,能有效地应用于IIR数字滤波器的设计.

     

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出版历程
  • 收稿日期:  2007-08-02
  • 刊出日期:  2010-01-20

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