• DocumentCode
    462505
  • Title

    FPGA Curved Track Fitter With Very Low Resource Usage

  • Author

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

  • Author_Institution
    Fermi Nat. Accelerator Lab., Batavia, IL
  • Volume
    2
  • fYear
    2006
  • fDate
    Oct. 29 2006-Nov. 1 2006
  • Firstpage
    1290
  • Lastpage
    1295
  • Abstract
    Standard least-squares curved track fitting process is tailored for FPGA implementation. The coefficients in the fitting matrices are carefully chosen so that only shift and accumulation operations are used in the process. The divisions and full multiplications are eliminated. Comparison in an application example shows that the fitting errors of the low resource usage 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 such as high energy physics detector trigger systems.
  • Keywords
    curve fitting; field programmable gate arrays; high energy physics instrumentation computing; least squares approximations; matrix algebra; particle track visualisation; FPGA curved track fitter; accumulation operations; field programmable gate array; fitting matrices; high energy physics detector trigger systems; least squares curved track fitting process; low resource usage implementation; shift operations; Application software; Costs; Curve fitting; Detectors; Energy consumption; Field programmable gate arrays; Microprogramming; Nuclear and plasma sciences; Physics computing; Size control; FPGA Computation; FPGA Firmware; Track Fitting; Trigger;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record, 2006. IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1095-7863
  • Print_ISBN
    1-4244-0560-2
  • Electronic_ISBN
    1095-7863
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2006.356079
  • Filename
    4179233