Efficient Online Learning Algorithms for Total Least Square Problems
This book reports the developments of the Total Least Square (TLS) algorithms for parameter estimation and adaptive filtering. Specifically, it introduces the authors’ latest achievements in the past 20 years, including the recursive TLS algorithms, the approximate inverse power iteration TLS algori...
Guardat en:
| Autors principals: | , |
|---|---|
| Autor corporatiu: | |
| Format: | Electrònic eBook |
| Idioma: | anglès |
| Publicat: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2024.
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| Edició: | 1st ed. 2024. |
| Col·lecció: | Engineering Applications of Computational Methods,
21 |
| Matèries: | |
| Accés en línia: | https://doi.org/10.1007/978-981-97-1765-1 |
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Taula de continguts:
- 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.