An Interactive Term Approach to Non-Parametric FIR Nonlinear System Identification

作者：Bai Er Wei^*; Deistler Manfred

来源：IEEE Transactions on Automatic Control, 2010, 55(8): 1952-1957.

DOI：10.1109/TAC.2010.2050355

• Additive systems
• kernel estimation
• nonlinear system identification

In this technical note, a framework for designing specially structured input sequences for non-parametric nonlinear system identification is presented so that interaction terms which describe interactions among variables can be identified separately. In a sense, the approach decomposes a general difficult nonlinear identification problem into a number of problems that are of lower orders. Corresponding identification algorithms are proposed.

• 出版日期2010-8