Time-Frequency Signal Analysis and Processing: A Comprehensive Reference

Portada
Academic Press, 11 dic 2015 - 1056 páginas

Time-Frequency Signal Analysis and Processing (TFSAP) is a collection of theory, techniques and algorithms used for the analysis and processing of non-stationary signals, as found in a wide range of applications including telecommunications, radar, and biomedical engineering. This book gives the university researcher and R&D engineer insights into how to use TFSAP methods to develop and implement the engineering application systems they require.

New to this edition:

  • New sections on Efficient and Fast Algorithms; a "Getting Started" chapter enabling readers to start using the algorithms on simulated and real examples with the TFSAP toolbox, compare the results with the ones presented in the book and then insert the algorithms in their own applications and adapt them as needed.
  • Two new chapters and twenty three new sections, including updated references.
  • New topics including: efficient algorithms for optimal TFDs (with source code), the enhanced spectrogram, time-frequency modelling, more mathematical foundations, the relationships between QTFDs and Wavelet Transforms, new advanced applications such as cognitive radio, watermarking, noise reduction in the time-frequency domain, algorithms for Time-Frequency Image Processing, and Time-Frequency applications in neuroscience (new chapter).
  • A comprehensive tutorial introduction to Time-Frequency Signal Analysis and Processing (TFSAP), accessible to anyone who has taken a first course in signals
  • Key advances in theory, methodology and algorithms, are concisely presented by some of the leading authorities on the respective topics
  • Applications written by leading researchers showing how to use TFSAP methods
 

Páginas seleccionadas

Índice

Fundamentalprinciplesof TFSAP
139
Timefrequencymethods
329
TF statistical techniques
519
Engineering Applications
745
Additional Notes and Further Reading
989
Index
995
Back Cover
1021
Página de créditos

Otras ediciones - Ver todo

Time-Frequency Signal Analysis and Processing: A Comprehensive Reference
Boualem Boashash
No hay ninguna vista previa disponible - 2015

Términos y frases comunes

adaptive additive algorithm ambiguity amplitude analysis applications approach approximation assumed Boashash channel Chapter characteristics complex components computed concentration considered constant correlation corresponding covariance cross-terms defined described detection direction discrete distribution domain effect energy equation estimation example expressed extracted FIGURE filter Fourier frequency Frequency Hz function Gaussian given IEEE Trans instantaneous interference kernel length linear localization matrix mean measure methods multicomponent noise nonstationary Note observation obtained operator optimal original parameters performance phase plane points presented problem properties quadratic received reduced representation represents resolution respectively sampling Section selected separation shift shown shows Signal Process smoothing spectral spectrogram spectrum speech statistic step STFT techniques time-frequency time-varying transform University values wavelet window

Sobre el autor (2015)

Boualem Boashash (IEEE Fellow '99') is a Scholar, Professor and Senior Academic with experience in 5 leading Universities in France and Australia and 2 universities in the Middle-East. He has published over 500 technical publications, including over 100 journal papers, 3 books and 3 text-books covering Engineering, Applied Mathematics and Medicine. He was an early pioneer of the field of Time–Frequency Signal Processing and he is currently working on the further development of time-frequency theory and medical applications covering mental health and neurosciences with focus on newborn EEG analysis as well as ECG, HRV and fetal movements for improving health outcomes. Among many initiatives, he founded ISSPA, a leading conference since 1985 and its sister workshop WOSSPA. After founding a leading research group at The University of Queensland, he became the Foundation Professor and Director of the Signal Processing Research Centre at the Queensland University of Technology, Brisbane, Australia (1991-2005). He then became the Dean of Engineering at the University of Sharjah, United Arab Emirates (2006-2009) then Associate Dean, Academic at Qatar University and finally a Research Professor. In addition to the teaching, research and management experience, he also has 3 years industrial experience with Elf-Aquitaine in France at the beginning of his career. He is currently Professor at Qatar University, Department of Electrical Engineering, and the leader of a Biomedical Signal Processing group at the School of Medicine, University of Queensland, Brisbane, Australia. He also developed the first software package for time-frequency signal analysis and processing (TFSAP) regularly updated with his co-workers and used by hundreds of researchers around the world. His work has been cited over 10,000 times.Professor Boashash was a member of ICASSP board, associate editor for the IEEE transactions on signal processing and he is currently a member of the Board of the Elsevier journal Digital Signal Processing.

Información bibliográfica

TítuloTime-Frequency Signal Analysis and Processing: A Comprehensive Reference
AutorBoualem Boashash
Edición2
EditorAcademic Press, 2015
ISBN0123985250, 9780123985255
N.º de páginas1056 páginas
  
Exportar citaBiBTeX EndNote RefMan