Evolutionary Algorithms Based Analog Filter Approximation

被引:0
作者
Vural, Revna Acar [1 ]
Ayten, Umut Engin [1 ]
机构
[1] Yildiz Tekn Univ, Elekt & Haberlesme Muhendisligi Bolumu, Istanbul, Turkey
来源
2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2014年
关键词
Evolutionary algorithms; analog filter approximation; optimization; OPTIMIZATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this work, considering the solution of analog filter approximation problem, evolutionary algorithms are used to obtain nth order transfer functions. Coefficients of denominator polynomial of low pass analog filter are optimized and this process is carried out for three different orders of transfer functions. Simulation results show that error values obtained with evolutionary algorithms are less than that of traditional methods. The feasibility of the proposed method on circuit realization is investigated by designing passive and active analog filter circuits which realize 3rd order transfer function.
引用
收藏
页码:1271 / 1274
页数:4
相关论文
共 16 条
  • [1] Aggarwal V, 2006, GECCO 2006: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2, P753
  • [2] Ayten U. E., 2011, 7 INT C EL EL ENG EC, V2, P125
  • [3] Ayten U. E., 2013, 21 SINYAL ISLEME ILE, P1
  • [4] The particle swarm - Explosion, stability, and convergence in a multidimensional complex space
    Clerc, M
    Kennedy, J
    [J]. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (01) : 58 - 73
  • [5] An automated framework for multicriteria optimization of analog filter designs
    Damera-Venkata, N
    Evans, BL
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 1999, 46 (08) : 981 - 990
  • [6] Deliyannis T., 1999, ELEC ENG SY, DOI 10.1201/9781439821879
  • [7] A new heuristic optimization algorithm: Harmony search
    Geem, ZW
    Kim, JH
    Loganathan, GV
    [J]. SIMULATION, 2001, 76 (02) : 60 - 68
  • [8] Optimized Analog Flat Filter Design
    Hoang, Hung Gia
    Tuan, Hoang Duong
    Nguyen, Truong Q.
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (02) : 901 - 906
  • [9] Optimized Analog Filter Designs With Flat Responses by Semidefinite Programming
    Hoang, Nguyen Thien
    Tuan, Hoang Duong
    Nguyen, Truong Q.
    Hoang, Hung Gia
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009, 57 (03) : 944 - 955
  • [10] A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm
    Karaboga, Dervis
    Basturk, Bahriye
    [J]. JOURNAL OF GLOBAL OPTIMIZATION, 2007, 39 (03) : 459 - 471