Identification of random fields of points

摘要

The review of methods of identification of a random field of points is given. We have discussed the approaches existing in literature and presented Russian works unknown for a Western reader. The review is focused on the problem of the parts of star sky recognition for spacecrafts navigation. We tested a group of invariant methods of the recognition with computer simulation technique and proposed the most noise-stable method.