Thomas K. Paul,
Tokunbo Ogunfunmi
Adaptive Filter Algorithms For Complex and Quaternion Data
Gebonden Engels 2026 9783032237972Levertijd ± 9 werkdagen
Gratis verzonden
Samenvatting
This book provides readers with a thorough exposition of adaptive filter algorithms applicable for nonlinear systems, kernel-based systems and for complex and quaternionic data. The authors describe in detail the algorithms and methods used for adaptive filtering in these circumstances. They present an introduction to linear adaptive filters, adaptive filters for complex data, and kernel adaptive filters. They also discuss new algorithms for using Kernel-based adaptive algorithms for complex or quaternionic data.
Specificaties
ISBN13:9783032237972
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:184
Uitgever:Springer Nature Switzerland
Lezersrecensies
Wees de eerste die een lezersrecensie schrijft!
Inhoudsopgave
Introduction.- Linear and Kernel Filter Theory.- Complex Data for Adaptive Filters.- The Complex Kernel Least Mean Square Algorithm.- Learning with Quaternions.- Information Theoretic Learning.- The Complex Kernel Affine Projection Algorithm.- Extending Complex Kernel Filters with Widely Linear Estimation.- Convergence Analysis of Complex Kernel LMS Algorithm.- The Quaternion Kernel LMS Algorithm.- The Quaternion Kernel Maximum Correntropy Algorithm.- Summary and Future Work.
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan