The scope of this research is the identification unknown piecewise constant parameters linear regression equation under finite excitation condition. Compared to known methods, make computational burden lower, only one model identify all switching states used in developed procedure with following two-fold contribution. First all, we propose a new truly online estimation algorithm based on well-k...