The trackability limitation of current gradient algorithm is discussed.A new algorithm, named variable parameter gradient estimation algorithm with local polynomial approximation is proposed.

本文分析了识算法跟踪时变系统的缺，提出了一种新的基于局部逼近的变参数估计算法。