• DocumentCode
    2607562
  • Title

    Efficient algorithm of adaptive filtering for real-time applications

  • Author

    Ciota, Zygmunt

  • Author_Institution
    Dept. of Electron. & Comput. Sci., Tech. Univ. Lodz, Poland
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    299
  • Lastpage
    303
  • Abstract
    An effective algorithm based on the affine projection (AF) algorithm for high-frequency adaptive applications has been proposed. The efficiency of the algorithm can be improved by using mixed digital-analog realization of adaptive FIR filters. Switched capacitor and current mode processing of sampled data is an attractive signal processing method. Among the main features deciding on the method attractiveness, the ability to operate at high frequencies and with low power supply is very important. An additional advantage is the simplicity of implementing various mathematical operations, such as summation, inversion and multiplication. Additionally, the switched current circuits can be easily manufactured in standard CMOS processes. Owing to the above advantages the current mode techniques are commonly used in discrete-time analog signal processing, neural networks, A/D and D/A conversion
  • Keywords
    CMOS integrated circuits; FIR filters; adaptive filters; adaptive signal processing; analogue processing circuits; analogue-digital conversion; digital filters; digital-analogue conversion; filtering theory; mixed analogue-digital integrated circuits; neural chips; real-time systems; switched capacitor filters; switched current circuits; ADC; CMOS processes; DAC; HF operation; adaptive FIR filters; adaptive filtering; affine projection algorithm; current mode processing; discrete-time analog signal processing; efficient algorithm; high-frequency adaptive applications; inversion; low power supply; mathematical operations; mixed digital-analog realization; multiplication; neural networks; real-time applications; sampled data; signal processing; summation; switched capacitor processing; switched current circuits; Adaptive filters; Adaptive signal processing; Capacitors; Digital-analog conversion; Filtering algorithms; Finite impulse response filter; Frequency; Power supplies; Signal processing algorithms; Switching circuits;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Adaptive Systems for Signal Processing, Communications, and Control Symposium 2000. AS-SPCC. The IEEE 2000
  • Conference_Location
    Lake Louise, Alta.
  • Print_ISBN
    0-7803-5800-7
  • Type

    conf

  • DOI
    10.1109/ASSPCC.2000.882489
  • Filename
    882489