Regularized robust filter for attitude determination system with relative installation error of star trackers

► The relative installation error of star tracker, as the uncertainty factor is constructed. ► A regularized robust filter algorithm is presented to control the relative installation error. ► The performance of the regularized robust filter is analyzed.