| 000 | 02858nam a22005175i 4500 | ||
|---|---|---|---|
| 001 | 978-3-031-01692-9 | ||
| 003 | DE-He213 | ||
| 005 | 20240730164557.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 220601s2006 sz | s |||| 0|eng d | ||
| 020 |
_a9783031016929 _9978-3-031-01692-9 |
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_a10.1007/978-3-031-01692-9 _2doi |
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| 100 | 1 |
_aMartínez-Ramón, Manel. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _985223 |
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| 245 | 1 | 0 |
_aSupport Vector Machines for Antenna Array Processing and Electromagnetics _h[electronic resource] / _cby Manel Martínez-Ramón, Christos Christodoulou. |
| 250 | _a1st ed. 2006. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2006. |
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| 300 |
_aIX, 110 p. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
||
| 490 | 1 |
_aSynthesis Lectures on Computational Electromagnetics, _x1932-1716 |
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| 505 | 0 | _aIntroduction -- Linear Support Vector Machines -- Nonlinear Support Vector Machines -- Advanced Topics -- Support Vector Machines for Beamforming -- Determination of Angle of Arrival -- Other Applications in Electromagnetics. | |
| 520 | _aSupport Vector Machines (SVM) were introduced in the early 90's as a novel nonlinear solution for classification and regression tasks. These techniques have been proved to have superior performances in a large variety of real world applications due to their generalization abilities and robustness against noise and interferences. This book introduces a set of novel techniques based on SVM that are applied to antenna array processing and electromagnetics. In particular, it introduces methods for linear and nonlinear beamforming and parameter design for arrays and electromagnetic applications. | ||
| 650 | 0 |
_aEngineering. _99405 |
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_aElectrical engineering. _985225 |
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_aTelecommunication. _910437 |
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_aTechnology and Engineering. _985228 |
| 650 | 2 | 4 |
_aElectrical and Electronic Engineering. _985230 |
| 650 | 2 | 4 |
_aMicrowaves, RF Engineering and Optical Communications. _931630 |
| 700 | 1 |
_aChristodoulou, Christos. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _985232 |
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| 710 | 2 |
_aSpringerLink (Online service) _985235 |
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| 773 | 0 | _tSpringer Nature eBook | |
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_iPrinted edition: _z9783031005640 |
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_iPrinted edition: _z9783031028205 |
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_aSynthesis Lectures on Computational Electromagnetics, _x1932-1716 _985237 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-01692-9 |
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