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
fDate :
6/1/2008 12:00:00 AM
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;
Journal_Title :
Nuclear Science, IEEE Transactions on
DOI :
10.1109/TNS.2008.922845