Probability-Based Identification of Hammerstein Systems With Asymmetric Noise Characteristics

In the existing identification algorithms, the output noise is usually modeled by using the thick-tailed Laplace and Student's t-distributions instead of the Gaussian distribution to acquire the robustness for the outliers. However, both Laplace and Student's t-distributions exhibit symmet...

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