Partial-Update Adaptive Signal Processing: Design Analysis and Implementation (Hardcover)
暫譯: 部分更新自適應信號處理：設計分析與實作 (精裝版)
Kutluyil Dogancay
- 出版商: Academic Press
- 出版日期: 2008-11-01
- 售價: $6,600
- 貴賓價: 9.5 折 $6,270
- 語言: 英文
- 頁數: 296
- 裝訂: Hardcover
- ISBN: 0123741963
- ISBN-13: 9780123741967
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商品描述
Partial-update adaptive signal processing algorithms not only permit significant complexity reduction in adaptive filter implementations, but can also improve adaptive filter performance in telecommunications applications. This book gives state-of-the-art methods for the design and development of partial-update adaptive signal processing algorithms for use in systems development.
Partial-Update Adaptive Signal Processing provides a comprehensive coverage of key partial updating schemes, giving detailed information on the theory and applications of acoustic and network echo cancellation, channel equalization and multiuser detection. It also examines convergence and stability issues for partial update algorithms, providing detailed complexity analysis and a unifying treatment of partial-update techniques.
Features:
. Advanced analysis and design tools
. Application examples illustrating the use of partial-update adaptive signal processing
. MATLAB codes for developed algorithms
This unique reference will be of interest to signal processing and communications engineers, researchers, R&D engineers and graduate students.
"This is a very systematic and methodical treatment of an adaptive signal processing topic, of particular significance in power limited applications such as in wireless communication systems and smart ad hoc sensor networks. I am very happy to have this book on my shelf, not to gather dust, but to be consulted and used in my own research and teaching activities" - Professor A. G. Constantinides, Imperial College, London
About the author:
Kutluyil Dogançay is an associate professor of Electrical Engineering at the University of South Australia. His research interests span statistical and adaptive signal processing and he serves as a consultant to defence and private industry. He was the Signal Processing and Communications Program Chair of IDC Conference 2007, and is currently chair of the IEEE South Australia Communications and Signal Processing Chapter.
* Advanced analysis and design tools
* Algorithm summaries in tabular format
* Case studies illustrate the application of partial update adaptive signal processing
* MATLAB code listings on an accompanying website
Partial-Update Adaptive Signal Processing provides a comprehensive coverage of key partial updating schemes, giving detailed information on the theory and applications of acoustic and network echo cancellation, channel equalization and multiuser detection. It also examines convergence and stability issues for partial update algorithms, providing detailed complexity analysis and a unifying treatment of partial-update techniques.
Features:
. Advanced analysis and design tools
. Application examples illustrating the use of partial-update adaptive signal processing
. MATLAB codes for developed algorithms
This unique reference will be of interest to signal processing and communications engineers, researchers, R&D engineers and graduate students.
"This is a very systematic and methodical treatment of an adaptive signal processing topic, of particular significance in power limited applications such as in wireless communication systems and smart ad hoc sensor networks. I am very happy to have this book on my shelf, not to gather dust, but to be consulted and used in my own research and teaching activities" - Professor A. G. Constantinides, Imperial College, London
About the author:
Kutluyil Dogançay is an associate professor of Electrical Engineering at the University of South Australia. His research interests span statistical and adaptive signal processing and he serves as a consultant to defence and private industry. He was the Signal Processing and Communications Program Chair of IDC Conference 2007, and is currently chair of the IEEE South Australia Communications and Signal Processing Chapter.
* Advanced analysis and design tools
* Algorithm summaries in tabular format
* Case studies illustrate the application of partial update adaptive signal processing
* MATLAB code listings on an accompanying website
商品描述(中文翻譯)
部分更新自適應信號處理演算法不僅能顯著減少自適應濾波器實現的複雜性，還能改善在電信應用中的自適應濾波器性能。本書提供了設計和開發用於系統開發的部分更新自適應信號處理演算法的最先進方法。
《部分更新自適應信號處理》全面涵蓋了關鍵的部分更新方案，詳細介紹了聲學和網路回音消除、通道均衡和多用戶檢測的理論和應用。它還探討了部分更新演算法的收斂性和穩定性問題，提供了詳細的複雜性分析以及對部分更新技術的統一處理。
特色：
. 先進的分析和設計工具
. 應用範例說明部分更新自適應信號處理的使用
. 開發演算法的 MATLAB 代碼
這本獨特的參考書將吸引信號處理和通信工程師、研究人員、研發工程師及研究生。
「這是對自適應信號處理主題非常系統和有條理的處理，對於在無線通信系統和智能臨時傳感器網路等功率受限的應用特別重要。我很高興我的書架上有這本書，不是用來積灰塵，而是用於我的研究和教學活動。」- A. G. Constantinides 教授，倫敦帝國學院
關於作者：
**Kutluyil Dogançay** 是南澳大利亞大學的電機工程副教授。他的研究興趣涵蓋統計和自適應信號處理，並擔任國防和私營行業的顧問。他曾擔任 2007 年 IDC 會議的信號處理和通信計畫主席，目前是 IEEE 南澳大利亞通信和信號處理分會的主席。
* 先進的分析和設計工具
* 表格格式的演算法摘要
* 案例研究說明部分更新自適應信號處理的應用
* 附帶網站上的 MATLAB 代碼清單
