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Volume 24 Issue 11
Nov.  2002
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Chen Xiaoping, Zhao Heming . FIR Filter design: frequency sampling technique based on immune algorithm[J]. Journal of Electronics & Information Technology, 2002, 24(11): 1722-1727.
Citation: Chen Xiaoping, Zhao Heming . FIR Filter design: frequency sampling technique based on immune algorithm[J]. Journal of Electronics & Information Technology, 2002, 24(11): 1722-1727.

FIR Filter design: frequency sampling technique based on immune algorithm

  • Received Date: 2001-07-12
  • Rev Recd Date: 2002-04-01
  • Publish Date: 2002-11-19
  • In this paper an application of Immune Algorithm (IA) to frequency sampling technique in FIR digital filter design is presented. Two examples of lowpass and highpass FIR filter are provided. Experimental data have shown that the value of transition band sample obtained by IA can be ensured to be optimal and the frequency characteristic of the filter is improved. The comparison is made between IA and Genetic Algorithm (GA) in the application, and the convergence speed of IA is faster than that of GA.
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  • S. A. Hofmeyr, S. Forrest, Architecture for an artificial immune system, Evolutionary Computation, 2000, 8(4), 443-473.[2]J.S. Chun, J. P. Lin, H. K. Jung, et al., Shape optimization of electromagnetic devices using immune algorithm, IEEE Trans. on Magnetics, 1997, MAG-33(2), 1856-1879.[3]Y.Ishida, N. Adachi, Active noise control by an immune algorithm: Adaptation immune system as an evolution, Proc.1996 IEEE Int. Conf.on Evolutionary Computation, Nagoya, 1996, 150-153.[4]丁永生,任立红,人工免疫系统:理论与应用,模式识别与人工智能,2000,13(1),52-59.[5]王磊,潘进,焦李成,免疫算法,电子学报,2000,28(7),74-78.[6]陈小平,于盛林,GA在FIR滤波器设计-频率抽样法中的应用,电子学报,2000,28(10),118-120.[7]龚非力,医学免疫学,北京,科学出版社,2000,277-280.[8]陈怀琛,王朝英,高西全等译,数字信号处理及其MATLAB实现,北京,电子工业出版社,1998,208-254.
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