Cognitive Radio Architecture: The Engineering Foundations of Radio XML

Joseph Mitola III

  • 出版商: Wiley
  • 出版日期: 2006-08-01
  • 售價: $1,400
  • 貴賓價: 9.8$1,372
  • 語言: 英文
  • 頁數: 488
  • 裝訂: Hardcover
  • ISBN: 0471742449
  • ISBN-13: 9780471742449
  • 相關分類: XML
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An exciting new technology, described by the one who invented it

This is the first book dedicated to cognitive radio, a promising new technology that is poised to revolutionize the telecommunications industry with increased wireless flexibility. Cognitive radio technology integrates computational intelligence into software-defined radio for embedded intelligent agents that adapt to RF environments and user needs. Using this technology, users can more fully exploit the radio spectrum and services available from wireless connectivity. For example, an attempt to send a 10MB e-mail in a zone where carrier charges are high might cause a cognitive radio to alert its user and suggest waiting until getting to the office to use the LAN instead. Cognitive Radio Architecture examines an "ideal cognitive radio" that features autonomous machine learning, computer vision, and spoken or written language perception.

The author of this exciting new book is the inventor of the technology and a leader in the field. Following his step-by-step introduction, readers can start building aware/adaptive radios and then make steps towards cognitive radio. After an introduction to adaptive, aware, and cognitive radio, the author develops three major themes in three sections:

  • Foundations
  • Radio Competence
  • User Domain Competence

The book makes the design principles of cognitive radio more accessible to students of teleinformatics, as well as to wireless communications systems developers. It therefore embraces the practice of cognitive radio as well as the theory. In particular, the publication develops a cognitive architecture that integrates disparate disciplines, including autonomous machine learning, computer vision, and language perception technologies. An accompanying CD-ROM contains the Java source code and compiled class files for applications developed in the book. In addition, for the convenience of the reader, Web resources introducing key concepts such as speech applications programmer interfaces (APIs) are included.

Although still five to ten years away from full deployment, telecommunications giants and research labs around the world are already dedicating R&D to this new technology. Telecommunications engineers as well as advanced undergraduate and graduate students can learn the promising possibilities of this innovative technology from the one who invented it.

Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Table of Contents

Preface.

1. Introduction.

SECTION I: FOUNDATIONS.

2. Technical Overview.

3. Evolving from Aware and Adaptive to Cognitive Radio.

4. Autonomous Machine Learning for AACR.

5. Cognitive Radio Architecture.

6. Introduction to CRI.

 SECTION II: RADIO COMPETENCE.

7. Radio Domain Use Cases.

8. Radio Knowledge.

9. Implementing Radio Domain Skills.

SECTION III: USER DOMAIN COMPETENCE.

10. User Domain Use Cases.

11. User-Domain Knowledge.

12. Implementing User Domain Skills.

13. Semantic Radio.

14. Conclusions.

Glossary.

15. References.

商品描述(中文翻譯)

描述

描述

這是第一本專門介紹認知無線電的書籍,認知無線電是一項具有潛力的新技術,有望通過增加無線靈活性來改變電信行業。認知無線電技術將計算智能集成到軟件定義無線電中,用於嵌入式智能代理,以適應射頻環境和用戶需求。使用這項技術,用戶可以更充分地利用無線連接提供的無線頻譜和服務。例如,在運營商收費較高的區域嘗試發送一封10MB的電子郵件可能會引起認知無線電警告其用戶並建議等到到辦公室使用局域網。《認知無線電架構》探討了一種“理想的認知無線電”,該無線電具有自主機器學習、計算機視覺和口語或書面語言感知能力。

這本令人興奮的新書的作者是該技術的發明者和該領域的領導者。在他的逐步介紹之後,讀者可以開始建立察覺/適應性無線電,然後朝著認知無線電邁出步伐。在介紹適應性、察覺性和認知性無線電之後,作者在三個部分中發展了三個主要主題:

基礎

無線電能力

用戶領域能力

該書使認知無線電的設計原則對電信信息學的學生以及無線通信系統開發人員更易於理解。因此,它不僅涵蓋了認知無線電的理論,還涵蓋了實踐。特別是,該出版物開發了一種認知架構,將不同的學科整合在一起,包括自主機器學習、計算機視覺和語言感知技術。附帶的CD-ROM包含了本書中開發的應用程序的Java源代碼和編譯的類文件。此外,為了方便讀者,還包括了介紹關鍵概念(如語音應用程序編程接口)的Web資源。

雖然距離全面部署還有五到十年的時間,但世界各地的電信巨頭和研究實驗室已經將研發工作投入到這項新技術中。電信工程師以及高年級本科生和研究生可以從發明者那裡了解這項創新技術的有希望的可能性。

目錄

前言

1. 簡介

第一部分:基礎

2. 技術概述

3. 從察覺和適應到認知無線電的演變