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Linear Estimation and Detection in Krylov Subspaces
This book focuses on the foundations of linear estimation theory which is essential for effective signal processing. In its first part, it gives a comprehensive overview of several key methods like reduced-rank signal processing and Krylov subspace methods of numerical mathematics. Based on the deri...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2007.
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| Edición: | 1st ed. 2007. |
| Colección: | Foundations in Signal Processing, Communications and Networking,
1 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-540-68479-4 | ||
| 003 | DE-He213 | ||
| 005 | 20220126170930.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 100301s2007 gw | s |||| 0|eng d | ||
| 020 | |a 9783540684794 |9 978-3-540-68479-4 | ||
| 024 | 7 | |a 10.1007/978-3-540-68479-4 |2 doi | |
| 050 | 4 | |a TK7800-8360 | |
| 072 | 7 | |a TJF |2 bicssc | |
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| 072 | 7 | |a TJF |2 thema | |
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| 100 | 1 | |a Dietl, Guido K. E. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Linear Estimation and Detection in Krylov Subspaces |h [electronic resource] / |c by Guido K. E. Dietl. |
| 250 | |a 1st ed. 2007. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2007. | |
| 300 | |a XX, 232 p. 94 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Foundations in Signal Processing, Communications and Networking, |x 1863-8546 ; |v 1 | |
| 505 | 0 | |a Theory: Linear Estimation in Krylov Subspaces -- Efficient Matrix Wiener Filter Implementations -- Block Krylov Methods -- Reduced-Rank Matrix Wiener Filters in Krylov Subspaces -- Application: Iterative Multiuser Detection -- System Model for Iterative Multiuser Detection -- System Performance -- Conclusions. | |
| 520 | |a This book focuses on the foundations of linear estimation theory which is essential for effective signal processing. In its first part, it gives a comprehensive overview of several key methods like reduced-rank signal processing and Krylov subspace methods of numerical mathematics. Based on the derivation of the multistage Wiener filter in its most general form, the relationship between statistical signal processing and numerical mathematics is presented. In the second part, the theory is applied to iterative multiuser detection receivers (Turbo equalization) which are typically desired in wireless communication systems. The investigations include -exact computational complexity considerations and - performance analysis based on extrinsic information transfer charts as well as Monte-Carlo simulations. | ||
| 650 | 0 | |a Electronics. | |
| 650 | 0 | |a Signal processing. | |
| 650 | 0 | |a Mathematics-Data processing. | |
| 650 | 0 | |a Statistics . | |
| 650 | 0 | |a Computer science-Mathematics. | |
| 650 | 0 | |a Engineering mathematics. | |
| 650 | 0 | |a Engineering-Data processing. | |
| 650 | 1 | 4 | |a Electronics and Microelectronics, Instrumentation. |
| 650 | 2 | 4 | |a Signal, Speech and Image Processing . |
| 650 | 2 | 4 | |a Computational Science and Engineering. |
| 650 | 2 | 4 | |a Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
| 650 | 2 | 4 | |a Mathematical Applications in Computer Science. |
| 650 | 2 | 4 | |a Mathematical and Computational Engineering Applications. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783642088032 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540834052 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540684787 |
| 830 | 0 | |a Foundations in Signal Processing, Communications and Networking, |x 1863-8546 ; |v 1 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-540-68479-4 |z Texto Completo |
| 912 | |a ZDB-2-ENG | ||
| 912 | |a ZDB-2-SXE | ||
| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||