• DocumentCode
    2811662
  • Title

    LMS algorithm based error correction technique in in-phase and quadrature channel signal processing

  • Author

    Mandal, Amritakar ; Kaushik, B.K. ; Kumar, Brijesh ; Tyagi, K.C. ; Agarwal, R.P.

  • Author_Institution
    Radar Lab., PMG, New Delhi, New Delhi, India
  • fYear
    2011
  • fDate
    22-24 April 2011
  • Firstpage
    226
  • Lastpage
    229
  • Abstract
    Every communication receiver that uses in-phase and quadrature channel signal processing technique encounters problems related to matching of gain and phase in both the channels. The gain and phase imbalances occur between Low Pass Filter and Local Oscillator used in both the channels and as a result the performance of the receivers and the quality of the received signals are degraded. The imbalances produced may cause insufficient attenuation in image frequency band leading to interference. The problem needs to be compensated. This paper represents the design and implementation of Coordinate Rotation Digital Computer (CORDIC) algorithm based Adaptive FIR filter using Least Mean Square (LMS) algorithm to give a solution for correcting I/Q imbalances. The design of CORDIC in the vector rotation mode results in high system throughput due to its pipelined architecture where latency is reduced in each of the pipelined stage and finds its appropriate application in real time signal processing. The good convergence of CORDIC in the given LMS algorithm based adaptive filter facilitates in easy calculation of new filter weights.
  • Keywords
    error correction codes; low-pass filters; signal processing; CORDIC; I/Q imbalances; LMS algorithm; adaptive FIR filter; communication receiver; coordinate rotation digital computer; error correction technique; gain matching; image frequency band; in-phase signal processing; least mean square algorithm; local oscillator; low pass filter; phase matching; quadrature channel signal processing; Adaptive filters; Computer architecture; Filtering algorithms; Finite impulse response filter; Least squares approximation; Receivers; Signal processing algorithms; CORDIC; FIR filter; I/Q imbalance; LMS algorithm; Local Oscillator; Low Pass Filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Trends in Networks and Computer Communications (ETNCC), 2011 International Conference on
  • Conference_Location
    Udaipur
  • Print_ISBN
    978-1-4577-0239-6
  • Type

    conf

  • DOI
    10.1109/ETNCC.2011.6255891
  • Filename
    6255891