Cognitive radio architecture : the engineering foundations of radio XML / Joseph Mitola III.

Format:

Book

Author/Creator:

Mitola, Joseph.

Language:

English

Subjects (All):

Software radio.

XML (Document markup language).

Physical Description:

1 online resource (487 p.)

Place of Publication:

Hoboken, N.J. : Wiley-Interscience, c2006.

Language Note:

English

Summary:

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 z

Contents:

COGNITIVE RADIO ARCHITECTURE; CONTENTS; PREFACE; ACKNOWLEDGMENTS; 1 INTRODUCTION; 1.1 Perception; 1.2 Aware, Adaptive, or Cognitive?; 1.3 Adaptation; 1.4 Cognition; 1.5 Cognitive Radio and Public Policy; 1.6 Are We There Yet?; 1.7 Key Questions; 1.8 Organization of the Text; 1.9 Exercises; I FOUNDATIONS; 2 TECHNICAL OVERVIEW; 2.1 The iCR Has Seven Capabilities; 2.2 Sensing and Perception: What and Whom to Perceive; 2.3 Ideal Cognitive Radio (iCR) Platform Evolution; 2.4 The serModel of Machine Learning for iCR; 2.5 Architecture; 2.6 Synoptic iCR Functional Definition; 2.7 Exercises

3 EVOLVING FROM AWARE AND ADAPTIVE TO COGNITIVE RADIO3.1 Revolution or Evolution?; 3.2 Moving Day; 3.3 Developing AML for Genie; 3.4 Learning Etiquette; 3.5 Value Proposition for AML in AACR; 3.6 Exercises; 4 AUTONOMOUS MACHINE LEARNING FOR AACR; 4.1 Machine Learning Framework; 4.2 Histogram as a Discovery Algorithm; 4.3 User-Domain Learning; 4.4 Radio-Domain Learning; 4.5 Reinforcement, Extension, and Constraint Discovery; 4.6 Learning Strategies; 4.7 Exercises; 5 COGNITIVE RADIO ARCHITECTURE; 5.1 CRA I: Functions, Components, and Design Rules; 5.2 CRA II: The Cognition Cycle

5.3 CRA III: The Inference Hierarchy5.4 CRA IV: Architecture Maps; 5.5 CRA V: Building the CRA on SDR Architectures; 5.6 Cognition Architecture Research Topics; 5.7 Exercises; II RADIO-DOMAIN COMPETENCE; 6 RADIO-DOMAIN USE CASES; 6.1 Radio Use-Case Metrics; 6.2 FCC Unused TV Spectrum Use Case; 6.3 Demand Shaping Use Case; 6.4 Military Market Segment Use Cases; 6.5 RF Knowledge That Saves Lives; 6.6 Prognostication; 6.7 Exercises; 7 RADIO KNOWLEDGE; 7.1 Radio-Domain Overview; 7.2 Knowledge of the HF Radio Band; 7.3 Knowledge of the LVHF Radio Band; 7.4 Radio Noise and Interference

7.5 Knowledge of the VHF Radio Band7.6 Knowledge of the UHF Radio Band; 7.7 Knowledge of the SHF Radio Band; 7.8 Knowledge of EHF, Terahertz, and Free Space Optics; 7.9 Satellite Communications Knowledge; 7.10 Cross-Band/Mode Knowledge; 8 IMPLEMENTING RADIO-DOMAIN SKILLS; 8.1 Cognitive Radio Architecture Structures Radio Skills; 8.2 Embedded Databases Enable Skills; 8.3 Production Systems Enable Skills; 8.4 Embedded Inference Enables Skills; 8.5 Radio Knowledge Objects (RKOs); 8.6 Evolving Skills Via RKO and RDH; 8.7 Implementing Spatial Skills; 8.8 Generalized

8.9 Microworlds8.10 Radio Skills Conclusions; 8.11 Exercises; III USER-DOMAIN COMPETENCE; 9 USER-DOMAIN USE CASES; 9.1 Emergency Companion Use Case; 9.2 Office Assistant Use Case; 9.3 Cognitive Assistants for Wireless; 9.4 User Skill Enhancements; 9.5 Exercises; 10 USER-DOMAIN KNOWLEDGE; 10.1 Users' Natural Language Expression; 10.2 Acoustic Sensory Perception; 10.3 Visual Sensory Perception; 10.4 Audio-Visual Integration; 10.5 Lexical Conceptual Semantics (LCS); 10.6 Other Sensors; 10.7 Architecture Implications; 10.8 Exercises; 11 IMPLEMENTING USER-DOMAIN SKILLS; 11.1 Integrating Cognition

11.2 Autonomous Extensibility

Notes:

Description based upon print version of record.

Includes bibliographical references (p. 451-465) and index.

ISBN:

9786610649983

9781280649981

1280649984

9780470353905

0470353902

9780471773733

0471773735

9780471773726

0471773727

OCLC:

85784117