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Time-Frequency Based Feature Extraction and Classification

Considering Energy Concentration as a Feature Using the Stockwell Transform and Related Approaches
Book on DemandKartoniert, Paperback
260 Seiten
Englisch
VDM Verlag Dr. Müllererschienen am21.12.2009
In many fields such as telecommunications, multimedia, medical technology, radar and sonar, man-machine communications, we utilize advanced signal processing techniques to extrapolate underlying information on specific problems for the purpose of decision making. Traditional signal processing approaches assume the stationarity of signals, which in practice is not often satisfied. Hence, time or frequency descriptions alone are insufficient to provide comprehensive information about such signals. On the contrary, time-frequency analysis is more suitable for non-stationary signals. Therefore, this book provides a status report of feature-based signal processing in the time-frequency domain through an overview of recent contributions. The feature considered here is energy concentration. The material covered in this book should help shed some light on this exciting topic, and should be especially useful to professionals in many fields dealing with the analysis of non-stationary signals.mehr

Produkt

KlappentextIn many fields such as telecommunications, multimedia, medical technology, radar and sonar, man-machine communications, we utilize advanced signal processing techniques to extrapolate underlying information on specific problems for the purpose of decision making. Traditional signal processing approaches assume the stationarity of signals, which in practice is not often satisfied. Hence, time or frequency descriptions alone are insufficient to provide comprehensive information about such signals. On the contrary, time-frequency analysis is more suitable for non-stationary signals. Therefore, this book provides a status report of feature-based signal processing in the time-frequency domain through an overview of recent contributions. The feature considered here is energy concentration. The material covered in this book should help shed some light on this exciting topic, and should be especially useful to professionals in many fields dealing with the analysis of non-stationary signals.
Details
ISBN/GTIN978-3-639-21960-9
ProduktartBook on Demand
EinbandartKartoniert, Paperback
Erscheinungsjahr2009
Erscheinungsdatum21.12.2009
Seiten260 Seiten
SpracheEnglisch
Gewicht406 g
Artikel-Nr.11924717

Autor

Dr. Ervin Sejdic is with the University of Toronto, Toronto, Ontario, Canada. Dr. Igor Djurovic is with the University of Montenegro, Podgorica, Montenegro. Dr. Jin Jiang is with the University of Western Ontario, London, Ontario, Canada. Dr. LJubiSa Stankovic is with the University of Montenegro, Podgorica, Montenegro.
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