A short-term sequential regression algorithm

A short-term sequential regression (STSER) formulation is introduced to facilitate adaptive filtering in nonstationary environments. A corresponding STSER algorithm for finite impulse response (FIR) filters is derived. Experimental results involving an STSER predictor are presented. For the purpose of comparison, corresponding results using other available adaptive algorithms are also included.