• DocumentCode
    2115122
  • Title

    Floating-point error and its effect analysis of digital pre-distortion

  • Author

    Yuming, Luo ; Chunhui, Huang

  • Author_Institution
    Sch. of Phys. & Inf. Eng., Fuzhou Univ., Fuzhou, China
  • fYear
    2012
  • fDate
    21-23 April 2012
  • Firstpage
    1824
  • Lastpage
    1828
  • Abstract
    The power amplifier of the radio repeater often works in the nonlinear regime to improve its efficiency, which will not only cause a lower SNR and mutual interference between the channels, but also increase the error rate of the signals transmitted in their own channels. This paper utilizes the pre-distortion technology to solve the problem and applies the QRD_RLS self-adaptive algorithm to realize the DPD in FPGA. The data truncation errors in FPGA are operated and stored by a finite floating point. Based on results of DPD, the rise of baseline is analyzed in this paper. This paper proves that error is the leading cause to the rise of baseline. Moreover, the errors caused by the truncate operation are discussed, and the method of reducing truncation errors is also demonstrated. After optimization, the SNR of the circuit grows more than 35 dB, the ACPR improves 20 dB and the influence of errors is limited to merely 3dB.
  • Keywords
    field programmable gate arrays; floating point arithmetic; least squares approximations; optimisation; power amplifiers; radio repeaters; ACPR; DPD technology; FPGA; QRD_RLS self-adaptive algorithm; SNR; data truncation error reduction; digital pre-distortion technology; finite floating point error rate; gain 20 dB; mutual interference; optimization; power amplifier; radio repeater; signals transmitted error rate; Equations; Field programmable gate arrays; Finite wordlength effects; Mathematical model; Predistortion; Signal to noise ratio; QRD_RLS; digital pre-distortion; signal to noise ratio (SNR); truncation error;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
  • Conference_Location
    Yichang
  • Print_ISBN
    978-1-4577-1414-6
  • Type

    conf

  • DOI
    10.1109/CECNet.2012.6201563
  • Filename
    6201563