Overview
- Covers cutting-edge topics in biomedical signal analysis, highlighting open problems concerning clinical applications
- Presents both theory and applications with examples
- Offers an in-depth analysis of biomedical signal processing topics
- Discusses cutting-edge aspects of biomedical signals and provides comprehensive information on the core principles of various biomedical signal applications
Part of the book series: Series in BioEngineering (SERBIOENG)
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Table of contents (16 chapters)
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Front Matter
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Myoelectric Signal Processing and Human Locomotion
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Front Matter
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BCI and EEG Signal Processing Applications
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Front Matter
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ECG and Cardiac Signal Processing Applications
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Front Matter
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Other Applications
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Front Matter
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Keywords
About this book
This book reports on the latest advances in the study of biomedical signal processing, and discusses in detail a number of open problems concerning clinical, biomedical and neural signals. It methodically collects and presents in a unified form the research findings previously scattered throughout various scientific journals and conference proceedings. In addition, the chapters are self-contained and can be read independently. Accordingly, the book will be of interest to university researchers, R&D engineers and graduate students who wish to learn the core principles of biomedical signal analysis, algorithms, and applications, while also offering a valuable reference work for biomedical engineers and clinicians who wish to learn more about the theory and recent applications of neural engineering and biomedical signal processing.
Editors and Affiliations
About the editor
Ganesh Naik received his BE in Electronics and Communication Engineering from the University of Mysore, India, in 1997, his ME in Communication and Information Engineering from Griffith University, Brisbane, Australia, in 2002, and his PhD in Electronics Engineering, specializing in Biomedical Engineering and Signal Processing, from RMIT University, Melbourne, Australia, in 2009.
He is currently an academic and postdoctoral research fellow at MARCS Institute, Western Sydney University. Prior to that he held a Chancellor’s Post-Doctoral Research Fellowship position at the Faculty of Engineering and Information Technology (FEIT), UTS. To date he has edited 11 books, and authored more than 100 book chapters and articles in peer-reviewed journals and conference proceedings. His research interests include EMG signal processing, pattern recognition, Blind Source Separation (BSS) techniques, biomedical signal processing, Human–Computer Interface (HCI) and audio signal processing.
At present, he is serving as an associate editor of IEEE ACCESS and two Springer journals. He is also a reviewer and member of the editorial board for several reputed journals. He was a recipient of the Baden–Württemberg Scholarship from the University of Berufsakademie, Stuttgart, Germany (2006–2007). In 2010, Dr Naik was awarded an ISSI overseas fellowship by the Skilled Institute in Victoria, Australia.
Bibliographic Information
Book Title: Biomedical Signal Processing
Book Subtitle: Advances in Theory, Algorithms and Applications
Editors: Ganesh Naik
Series Title: Series in BioEngineering
DOI: https://doi.org/10.1007/978-981-13-9097-5
Publisher: Springer Singapore
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer Nature Singapore Pte Ltd. 2020
Hardcover ISBN: 978-981-13-9096-8Published: 25 November 2019
Softcover ISBN: 978-981-13-9099-9Published: 25 November 2020
eBook ISBN: 978-981-13-9097-5Published: 12 November 2019
Series ISSN: 2196-8861
Series E-ISSN: 2196-887X
Edition Number: 1
Number of Pages: X, 432
Number of Illustrations: 112 b/w illustrations, 125 illustrations in colour
Topics: Biomedical Engineering and Bioengineering, Signal, Image and Speech Processing, Pattern Recognition, Computational Intelligence, Computational Mathematics and Numerical Analysis, Artificial Intelligence