Adaptive Filter Algorithms for Complex and Quaternion Data
暫譯: 複數與四元數數據的自適應濾波算法

Paul, Thomas K., Ogunfunmi, Tokunbo

Adaptive Filter Algorithms for Complex and Quaternion Data
  • 出版商: Springer
  • 出版日期: 2026-08-07
  • 售價: $5,120
  • 貴賓價: 9.5 折 $4,864
  • 語言: 英文
  • 頁數: 184
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3032237971
  • ISBN-13: 9783032237972
  • 相關分類: 數值分析 Numerical-analysis

    • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

本書為讀者提供了適用於非線性系統、基於核的系統以及複數和四元數數據的自適應濾波算法的詳細闡述。作者詳細描述了在這些情況下用於自適應濾波的算法和方法。他們介紹了線性自適應濾波器、複數數據的自適應濾波器以及基於核的自適應濾波器。他們還討論了使用基於核的自適應算法處理複數或四元數數據的新算法。

作者簡介

Thomas K. Paul has worked in signal communications since 1996. Most recently, he has worked at ICR Inc. and Northrop Grumman Corp, in support of government defense contracts. Prior to that, at Ralink Technology, he worked on development of a cost-reduced version of the 802.11b WLAN chipset. And earlier, at PC-TEL Inc., he worked on the maintenance and improvement of their V.92 software modem product. He also holds a U.S. Patent regarding dynamic block processing in soft-ware modems. He earned the B.A.Sc. degree at the University of Toronto, Canada in 1996, and M.S.E.E. and Ph.D. degrees at Santa Clara University, Santa Clara, California in 2007 and 2013, respectively. His research interests are in communica-tions system design and digital signal processing.

Tokunbo Ogunfunmi received the B.S. (first class honors) degree from Obafemi Awolowo University, Nigeria, and the M.S. and Ph.D. degrees from Stanford University, Stanford, California, all in Electrical Engineering. He is currently a Professor of Electrical and Computer Engineering and Director of the Information Processing and Machine Learning Research Laboratory at Santa Clara University (SCU), Santa Clara, California. From 2010-2014, he served as the Associate Dean for Research and Faculty Development for the SCU School of Engineering. At SCU, he teaches a variety of courses in circuits, systems, signal processing and related areas. His current research interests include machine learning, deep learning, speech and multimedia (audio, video) compression, digital and adaptive signal processing and applications and nonlinear signal processing. He has published three books and over 250 refereed journal and conference papers in these areas.

作者簡介(中文翻譯)

Thomas K. Paul 自1996年以來一直從事信號通信工作。最近，他在 ICR Inc. 和 Northrop Grumman Corp. 工作，支持政府防禦合約。在此之前，他在 Ralink Technology 工作，開發了一個成本降低版的 802.11b WLAN 晶片組。更早之前，他在 PC-TEL Inc. 工作，負責維護和改進他們的 V.92 軟體調變解調器產品。他還擁有一項關於軟體調變解調器中動態區塊處理的美國專利。他於1996年在加拿大多倫多大學獲得 B.A.Sc. 學位，並於2007年和2013年在加州聖克拉拉大學獲得 M.S.E.E. 和 Ph.D. 學位。他的研究興趣在於通信系統設計和數位信號處理。

Tokunbo Ogunfunmi 獲得了尼日利亞奧巴費米·阿沃洛沃大學的電機工程學士學位（榮譽一級），以及加州史丹佛大學的碩士和博士學位，均為電機工程。他目前是加州聖克拉拉大學（SCU）電機與計算機工程系的教授，並擔任信息處理與機器學習研究實驗室的主任。從2010年到2014年，他擔任 SCU 工程學院的研究與教職發展副院長。在 SCU，他教授電路、系統、信號處理及相關領域的各種課程。他目前的研究興趣包括機器學習、深度學習、語音和多媒體（音頻、視頻）壓縮、數位和自適應信號處理及其應用，以及非線性信號處理。他在這些領域已出版三本書和超過250篇經過審核的期刊和會議論文。

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