• DocumentCode
    2612653
  • Title

    Optimal design of Cosine Modulated Filter Banks using quantum-behaved particle swarm optimization algorithm

  • Author

    Tan, Fangqing ; Zhang, Tianqi ; Gao, Chunxia ; Huang, Liechao

  • Author_Institution
    Chongqing Key Lab. of Signal & Inf. Process., Chongqing Univ. of Posts & Telecommun., Chongqing, China
  • Volume
    5
  • fYear
    2011
  • fDate
    15-17 Oct. 2011
  • Firstpage
    2280
  • Lastpage
    2284
  • Abstract
    In the paper, a new method for designing Cosine Modulated Filter Banks (CMFB) is proposed, the prototype filter is designed by optimization method. Firstly, the method appropriately relaxes the limit conditions for perfect reconstruction, the design problem of CMFB is formulated as a nonlinear and unconstrained optimization of an objective function, which stopband cutoff frequency is fixed, passband cutoff frequency is adjusted to minimize the cost function which satisfies reconstruction condition, and directly designs the prototype filter. The simulation results illustrate the proposed method and its improvement over other methods in terms of amplitude distortion, aliasing distortion, signal to noise ratio and reconstruction performance.
  • Keywords
    band-stop filters; channel bank filters; particle swarm optimisation; quantum computing; signal reconstruction; aliasing distortion; amplitude distortion; cosine modulated filter banks; cost function; optimal design; passband cutoff frequency; prototype filter; quantum-behaved particle swarm optimization algorithm; reconstruction condition; reconstruction performance; signal to noise ratio; stopband cutoff frequency; Algorithm design and analysis; Filter banks; Filtering algorithms; Finite impulse response filter; Image reconstruction; Optimization; Prototypes; Cosine Modulated Filter Banks; Nearly Perfect Reconstruction; Quantum-behaved Particle Swarm Optimization algorithm; prototype filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2011 4th International Congress on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-9304-3
  • Type

    conf

  • DOI
    10.1109/CISP.2011.6100708
  • Filename
    6100708