• DocumentCode
    758582
  • Title

    FPGA Curved Track Fitters and a Multiplierless Fitter Scheme

  • Author

    Wu, Jinyuan ; Wang, M. ; Gottschalk, E. ; Shi, Z.

  • Author_Institution
    Fermi Nat. Accel. Lab., Batavia, IL
  • Volume
    55
  • Issue
    3
  • fYear
    2008
  • fDate
    6/1/2008 12:00:00 AM
  • Firstpage
    1791
  • Lastpage
    1797
  • Abstract
    The standard least-squares curved track fitting process is tailored for FPGA implementation so that only integer multiplications and additions are needed. To further eliminate multiplication, coefficients in the fitting matrices are carefully chosen so that only shift and accumulation operations are used in the process. Comparison in an example application shows that the fitting errors of the multiplierless implementation are less than 4% bigger than the fitting errors of the exact least-squares algorithm. The implementation is suitable for low-cost, low-power applications in high energy physics detector trigger systems.
  • Keywords
    data acquisition; field programmable gate arrays; least squares approximations; nuclear electronics; FPGA curved track fitters; data acquisition systems; high-energy physics detector trigger systems; least-squares curved track fitting process; multiplierless fitter scheme; Application software; Costs; Curve fitting; Detectors; Energy consumption; Field programmable gate arrays; Logic; Microprogramming; Physics; Silicon; FPGA computing; FPGA firmware; track fitting; trigger;
  • fLanguage
    English
  • Journal_Title
    Nuclear Science, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9499
  • Type

    jour

  • DOI
    10.1109/TNS.2008.922845
  • Filename
    4545231