A Continuous Square Root Information Filter-Smoother with Discrete Data Update

Abstract

Data filters may be separated into two categories being continuous filters or discrete filters. Continuous data filters are described by a matrix differential equation or Ricatti equation and discrete filters are obtained by solving the continuous equations over some finite time interval.