Time frequency signal analysis and processing : a comprehensive reference

edited by Boualem Boashash

'Time Frequency Signal Analysis and Processing" covers fundamental concepts, principles and techniques, treatment of specialised and advanced topics, methods and applications, including results of recent research. This book deals with the modern methodologies, key techniques and concepts that form the core of new technologies used in IT, multimedia, telecommunications as well as most fields of engineering, science and technology. It focuses on advanced techniques and methods that allow a refined extraction and processing of information, allowing efficient and effective decision making that would not be possible with classical techniques. The Author, fellow of IEEE for Pioneering contributions to time-frequency analysis and signal processing education, is an expert in the field, having written over 300 papers on the subject over a period pf 25 years. This is a real book, not a mere collection of specialised papers, making it essential reading for researchers and practitioners in the field of signal processing. This is the most comprehensive text and reference book published on the subject, all the most up to date research on this subject in one place. It includes key computer procedures and code that are provided to assist the reader with practical implementations and applications. This book brings together the main knowledge of time-frequency signal analysis and processing, (TFSAP), from theory and applications, in a user-friendly reference suitable for both experts and beginners.

「Nielsen BookData」より

[目次]

  • Part 1 Introduction to the concepts of TFSAP
  • time-frequency concepts
  • heuristic formulation of time-frequency distributions
  • theorey of quadratic TFDs. Part 2 Fundamental principles of TFSAP: time-frequency signal and systems analysis
  • design of time-frequency distributions. Part 3 Time-frequency methods
  • implementation and realization of TFDs
  • Measures, performance assesment and enhancement
  • multi-sensor and time spacing processing. Part 4 Statistical techniques: random processes and noise analysis
  • instantaneous frequency
  • estimation and localization
  • time frequency synthesis and filtering
  • detection, classification and estimation. Part 5 Engineering applications: time-frequency methods in communications
  • time-frequency methods in radar, sonar and acoustics
  • time-frequency diagnosis and monitoring other applications.

「Nielsen BookData」より

この本の情報

書名 Time frequency signal analysis and processing : a comprehensive reference
著作者等 Boashash, Boualem
出版元 Elsevier
刊行年月 2003
ページ数 xxvi, 743 p.
大きさ 25 cm
ISBN 0080443354
NCID BA64765679
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言語 英語
出版国 イギリス
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