Hierarchical Stochastic Gradient Algorithm and its Performance Analysis for a Class of Bilinear-in-Parameter Systems
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DOI: 10.1007/s00034-016-0367-7
Abstract: This paper considers the parameter identification for a special class of nonlinear systems, i.e., bilinear-in-parameter systems. Based on the hierarchical identification principle, a hierarchical stochastic gradient (HSG) estimation algorithm is presented. The basic idea is… read more here.
Keywords: algorithm; class; parameter systems; bilinear parameter ... See more keywords