Techniques to extract physical modes in model-independent analysis of rings.
Chuxiangbo Wang, Accelerator Systems Division · 2004
A basic goal of Model-Independent Analysis is to extract the physical modes underlying the beam histories collected at a large number of beam position monitors so that beam dynamics and machine properties can be deduced independent of specific machine models. Here we discuss techniques to achieve this goal, especially the Principal Component Analysis and the Independent Component Analysis.