Support Vector Machines for Antenna Array Processing and Electromagnetics
暫譯: 支援向量機於天線陣列處理與電磁學的應用

Christodoulou/Ramon

Support Vector Machines for Antenna Array Processing and Electromagnetics
  • 出版商: Morgan & Claypool
  • 出版日期: 2006-09-30
  • 售價: $1,800
  • 貴賓價: 9.5 折 $1,710
  • 語言: 英文
  • 頁數: 120
  • ISBN: 1598293648
  • ISBN-13: 9781598293647
  • 相關分類: 電磁學 Electromagnetics

    • 海外代購書籍(需單獨結帳)

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Description

Support 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.

商品描述(中文翻譯)

**描述**

支持向量機（Support Vector Machines, SVM）於90年代初期被引入，作為一種新穎的非線性分類和回歸任務解決方案。由於其優越的泛化能力和對噪聲及干擾的魯棒性，這些技術在各種現實世界的應用中已被證明具有卓越的性能。

本書介紹了一組基於SVM的新技術，應用於天線陣列處理和電磁學。特別是，它介紹了線性和非線性波束形成及天線陣列和電磁應用的參數設計方法。

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