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
fDate :
Oct. 29 2006-Nov. 1 2006
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;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2006. IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0560-2
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2006.356079