Efficient Online Learning Algorithms for Total Least Square Problems

Efficient Online Learning Algorithms for Total Least Square Problems

Feng, Dazheng; Kong, Xiangyu

Springer Verlag, Singapore

05/2024

227

Dura

9789819717644

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Introduction.- Least Square Problems.- Total Least Square Methods.- Fast Recursive TLS Algorithms.- Approximate Inverse Power Iteration TLS Algorithm.- Neural Based MCA Algorithms for Adaptive TLS.- Neural-Based SVD Algorithms.- Neural based TLS Algorithms.- TLS Algorithm Under Non-Gaussian Noises.- Performance Analysis Methods of TLS Algorithms.
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TLS;Total Least Square;Orthogonal Regression;Neural-Based Orthogonal Regression;the Errors-in-varianles Method;Minor Component Analysis