237 citations · 553 across the 25 of their papers we have counts for
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eess.SY2016★ 22 cited
Initial estimates for Wiener-Hammerstein models using phase-coupled multisines
Koen Tiels, Maarten Schoukens, Johan Schoukens
Block-oriented models are often used to model nonlinear systems. These models consist of linear dynamic (L) and nonlinear static (N) sub-blocks. This paper addresses the generation…
eess.SY2016★ 57 cited
Wiener system identification with generalized orthonormal basis functions
Koen Tiels, Johan Schoukens
Many nonlinear systems can be described by a Wiener-Schetzen model. In this model, the linear dynamics are formulated in terms of orthonormal basis functions (OBFs). The nonlineari…
eess.SY2016★ 237 cited
Identification of block-oriented nonlinear systems starting from linear approximations: A survey
Maarten Schoukens, Koen Tiels
Block-oriented nonlinear models are popular in nonlinear system identification because of their advantages of being simple to understand and easy to use. Many different identificat…