A high-performance track fitter for use in ultra-fast electronics

E. Clement, M. De Mattia, S. Dutta, R. Eusebi*, K. Hahn, Z. Hu, S. Jindariani, J. Konigsberg, T. Liu, J. Low, R. Patel, D. Rathjens, L. Ristori, L. Skinnari, M. Trovato, K. A. Ulmer, S. Viret

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

This article describes a new charged-particle track fitting algorithm designed for use in high-speed electronics applications such as hardware-based triggers in high-energy physics experiments. Following a novel technique designed for fast electronics, the positions of the hits on the detector are transformed before being passed to a linearized track parameter fit. This transformation results in fitted track parameters with a very linear dependence on the hit positions. The approach is demonstrated in a representative detector geometry based on the CMS detector at the Large Hadron Collider. The fit is implemented in FPGA chips and optimized for track fitting throughput and obtains excellent track parameter performance. Such an algorithm is potentially useful in any high-speed track-fitting application.

Original languageEnglish (US)
Pages (from-to)95-102
Number of pages8
JournalNuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
Volume935
DOIs
StatePublished - Aug 11 2019

Keywords

  • Algorithm
  • Linearized fitter
  • Principal component analysis
  • Tracker

ASJC Scopus subject areas

  • Nuclear and High Energy Physics
  • Instrumentation

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