Ej. Wolin et Ll. Ho, COVARIANCE MATRICES FOR TRACK FITTING WITH THE KALMAN FILTER, Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment, 329(3), 1993, pp. 493-500
We present a simple and intuitive derivation of the track parameter co
variance matrix due to multiple Coulomb scattering for use in track fi
tting with the Kalman filter. We derive all the covariance matrix elem
ents for two experimentally relevant track parameterizations (i.e. x a
nd y slopes and intercepts, and direction cosines and intercepts) in t
he presence of thin scatterers and absence of magnetic fields. We furt
her comment on how to account for thick and/or continuous scattering c
enters.