• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus 收录
  • 全国中文核心期刊
  • 中国科技论文统计源期刊
  • 中国科学引文数据库来源期刊

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.

     

  • TATSUYA M,MASAHIOR Y,MASAAKI I.Design of IIR digital filters in the complex domain by transforming the desired response[J].IEEE Trans.on Signal Processing,2004,52(7):1975-1982.[2] YANG Yu,YU Xinjie.Cooperative coevolutionary genetic algorithm for digital IIR filter design[J].IEEE Trans.on Industrial Electronics,2007,54(3):1311-1318.[3] ANTONIOU A.Digital signal processing:signals,systems,and filters[M].New York:McGraw-Hill,2005.[4] 李建华,殷福亮.设计IIR数字滤波器的遗传优化算法[J].通信学报,1996,17(3):1-7.LI Jianhua,YIN Fuliang.Genetic optimization algorithm for designing IIR digital filters[J].Journal of China Institute of Communications,1996,17(3):1-7.[5] THAMVICHAI R,BOSE T,HAUPT R L.Design of 2-D multiplierless IIR filters using the genetic algorithm[J].IEEE Trans.on Circuits and Systems-I:Fundamental Theory and Applications,2002,49(6):878-882.[6] JIN Weidong,ZHANG Gexiang,ZHAO Duo.Satisfactory optimization design of IIR digital filters[J].Journal of Southwest Jiaotong University,2005,13(1):23-27.[7] MASTORAKIS N E,GONOS I F,SWAMY M N S.Design of two-dimensional recursive filters using genetic algorithms[J].IEEE Trans.on Circuits and Systems I-Fundamental Theory and Applications,2003,50(5):634-639.[8] ZHU Yunfang,DAI Chaohua,CHEN Weirong,et al.Adaptive probabilities of crossover and mutation in genetic algorithms based on cloud generators[J].Journal of Computational Information Systems,2005,1(4):671-678.[9] 夏秀渝,周激流.一种混合遗传算法及其在线性系统辩识中的应用[J].四川大学学报(工程科学版),2005,37(1):104-107.XIA Xiuyu,ZHOU Jiliu.A Hybrid genetic algorithm and its application in linear system identification[J].Journal of Sichuan University (Engineering Science Edition),2005,37(1):104-107.[10] 朱幼莲,何世春,何振业.进化规划用于自适应IIR滤波器的优化设计[J].通信学报,1998,7:44-49.ZHU Youlian,HE Shichun,HE Zhenya.Evolutionary programming for optimizing parameters of adaptive IIR filtering[J].Journal of China Institute of Communications,1998,7:44-49.[11] 戴朝华,朱云劳,陈维荣,等.云遗传算法及其应用[J].电子学报,2007,35(7):1419-1424.DAI Chaohua,ZHU Yunfang,CHEN Weirong et al.Cloud model based genetic algorithm and its applications[J].Acta Electronica Sinica,2007,35 (7):1419-1424.[12] Rainer Store.Designing nonstandard filters with differential evolution[J].IEEE Signal Processing Magazine,2005,22 (1):103-106.[13] KARABOGA N.Digital IIR filter design using differential evolution algorithm[J].EURASIP Journal on Applied Signal Processing,2005 (8):1269-1276.[14] CHEN S,ISTEPANIAN R H,LUK B L,Digital IIR filter design using adaptive simulated annealing[J].Digital Signal Processing,2001,11(3):241-251.[15] KALINLI A,KARABOGA N.A new method for adaptive IIR filter design based on tabu search algorithm[J].AEü-International Journal of Electronics and Communications,2005,59:111-117.[16] KALINLI A,KARABOGA N.Artificial immune algorithm for IIR filter design[J].Journal of Engineering Applications of Artificial Intelligence,2005,18 (5):919-929.[17] KARABOGA N,KALINLI A,KARABOGA D.Designing IIR filters using ant colony optimization algorithm[J].Journal of Engineering Applications of Artificial Intelligence,2004,17(3):301-309.[18] 侯志荣,吕振肃.IIR数字滤波器设计的粒子群优化算法[J].电路与系统学报,2003,8(4):16-20.HOU Zhirong,LU Zhensu,Particle swarm optimization algorithm for IIR digital filters design[J].Journal of Circuits and Systems,2003,8 (4):16-20.[19] KRUSIENSKI D J,JENKINS W K.Design and performance of adaptive systems based on structured stochastic optimization[J].IEEE Circuits and Systems Magazine,2005,5 (1):8-20.[20] DAI Chaohua,ZHU Yunfang,CHEN Weirong.Seeker optimization algorithm[C]// Lecture Notes in Artificial Intelligence,Y.Wang,Y.Cheung,and H.Liu (Eds.),Springer-Verlag Berlin Heidelberg:CIS 2006,2007:167-176.[21] DAI Chaohua,CHEN Weiroag,ZHU Yunfang,et al.Seeker optimization algorithm for optimal reactive power dispatch[J].IEEE Transactions on Power Systems,2009,24(3):1218-1231.[22] DAI Chaohua,CHEN Weirong,ZHU Yonfang,et al.Reactive power dispatch considering voltage stability with seeker optimization algorithm[J].Electric Power System Research,2009,79(10):1462-1471.[23] CASTRO J L.Fuzzy logic controllers are universal approximators[J].IEEE Trans.on Systems,Man and Cybernetics,1995,25(4):629-634.[24] STUART J.RUSSELL,NORVIG P.Artificial Intelligence:A Modern Approach.Second Edition[M].Hongkong:Pearson Education Asia Limited,Beijing:Tsinghua University Press,2006:121.[25] SHI Y,EBERHART R.Empirical study of particle swarm optimization[C]//Proc,of the 1999 Congress on Evolutionary Computation.Washington,DC:[s.n.] ,1999:1945-1950.[26] CLERC M,KENNEDY J.The particle swarm explosion,stability,and convergence in a multidimensional complex space[J].IEEE Trans.on Evolutionary Computation,2002,6(1):58-73.[27] LIANG J J,QIN A K,SUGANTHAN P N,et al.Comprehensive learning particle swarm optimizer for global optimization of multimodal functions[J].IEEE Trans.on Evolutionary Computation,2006,10(3):67-82.
  • 加载中
计量
  • 文章访问数:  2722
  • HTML全文浏览量:  130
  • PDF下载量:  466
  • 被引次数: 0
出版历程
  • 收稿日期:  2007-08-02
  • 刊出日期:  2010-01-20

目录

    /

    返回文章
    返回