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Signal Processing Techniques for Knowledge Extraction and Information Fusion

BuchKartoniert, Paperback
320 Seiten
Englisch
Springererschienen am04.11.2010
This book brings together the latest research achievements from signal processing and related disciplines, consolidating existing and proposed directions in DSP-based knowledge extraction and information fusion. The book includes contributions presenting both novel algorithms and existing applications, emphasizing on-line processing of real-world data. Readers discover applications that solve biomedical, industrial, and environmental problems.mehr
Verfügbare Formate
BuchGebunden
EUR172,50
BuchKartoniert, Paperback
EUR160,49
E-BookPDF1 - PDF WatermarkE-Book
EUR149,79

Produkt

KlappentextThis book brings together the latest research achievements from signal processing and related disciplines, consolidating existing and proposed directions in DSP-based knowledge extraction and information fusion. The book includes contributions presenting both novel algorithms and existing applications, emphasizing on-line processing of real-world data. Readers discover applications that solve biomedical, industrial, and environmental problems.
Zusammenfassung
Presents knowledge extraction and information fusion supported by state of the art background material

Brings together cutting edge research, both theoretical and applied, and reflects the state of the art both in terms of theory applied to biomedical, industrial, and environmental problems

Includes contributions by editors and contributors who are experts in their areas and are geographically diverse

Includes supplementary material: sn.pub/extras
Details
ISBN/GTIN978-1-4419-4495-5
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2010
Erscheinungsdatum04.11.2010
Seiten320 Seiten
SpracheEnglisch
Gewicht521 g
IllustrationenXXII, 320 p.
Artikel-Nr.10187147

Inhalt/Kritik

Inhaltsverzeichnis
Collaborative Signal Processing Algorithms.- Collaborative Adaptive Filters for Online Knowledge Extraction and Information Fusion.- Wind Modelling and its Possible Application to Control of Wind Farms.- Hierarchical Filters in a Collaborative Filtering Framework for System Identification and Knowledge Retrieval.- Acoustic Parameter Extraction From Occupied Rooms Utilizing Blind Source Separation.- Signal Processing for Source Localization.- Sensor Network Localization Using Least Squares Kernel Regression.- Adaptive Localization in Wireless Networks.- Signal Processing Methods for Doppler Radar Heart Rate Monitoring.- Multimodal Fusion for Car Navigation Systems.- Information Fusion in Imaging.- Cue and Sensor Fusion for Independent Moving Objects Detection and Description in Driving Scenes.- Distributed Vision Networks for Human Pose Analysis.- Skin Color Separation and Synthesis for E-Cosmetics.- ICA for Fusion of Brain Imaging Data.- Knowledge Extraction in Brain Science.- Complex Empirical Mode Decomposition for Multichannel Information Fusion.- Information Fusion for Perceptual Feedback: A Brain Activity Sonification Approach.- Advanced EEG Signal Processing in Brain Death Diagnosis.- Automatic Knowledge Extraction: Fusion of Human Expert Ratings and Biosignal Features for Fatigue Monitoring Applications.mehr