Variable parameter recursive incremental estimation algorithm with local polynomial approximation

A new approach, variable parameter recursive incremental estimation algorithm with local polynomial approximation is presented. This algorithm is particularly suitable for tracking time-varying systems and is similar in computational complexity to the standard recursive least square algorithm. The superior performance of the algorithm is verified via simulation studies.