• DocumentCode
    128467
  • Title

    A novel discrete coefficient IIR digital filter design based on a lattice structure

  • Author

    Hong Xu ; Chaogeng Huang ; Feng Ye ; Tao Hong

  • Author_Institution
    Coll. of Inf. Eng., Zhejiang Univ. of Technol., Hangzhou, China
  • fYear
    2014
  • fDate
    9-11 June 2014
  • Firstpage
    743
  • Lastpage
    747
  • Abstract
    Based on a “tapped numerator” and “injected numerator” hybrid lattice structure, a novel discrete coefficient IIR digital filter design is proposed in this paper. This lattice structure possesses much improved finite word length properties such as very low parameter sensitivity and very uniform signal powers across signal nodes, so it is very suitable for FWL implementation. There are three sets of parameters in this lattice structure, and in [8], only one set of parameters was optimized in a discrete coefficient space. In [9], all sets of parameters were optimized together over a discrete power-of-two coefficient space but the approach fails when the filter order becomes high due to the fact that the searching space gets very big and the nonlinearity of the cost function increases greatly. Our proposed method can efficiently obtain high order discrete coefficient IIR filter with lower complexity, better satisfactory frequency response and very uniform signal power ratio.
  • Keywords
    IIR filters; roundoff errors; discrete coefficient IIR digital filter design; finite word length properties; hybrid lattice structure; injected numerator; tapped numerator; Complexity theory; Cost function; Finite impulse response filters; Frequency response; Genetic algorithms; Lattices; IIR digital filter design; finite word length (FWL) effects; genetic algorithms (GA); signal power ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2014 IEEE 9th Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4799-4316-6
  • Type

    conf

  • DOI
    10.1109/ICIEA.2014.6931261
  • Filename
    6931261