Biological Signals Classification and Analysis (Lecture Notes in Bioengineering) - Softcover

Book 8 of 29: Lecture Notes in Bioengineering

Kiasaleh, Kamran

 
9783662512036: Biological Signals Classification and Analysis (Lecture Notes in Bioengineering)
Softcover
ISBN 10: 3662512033 ISBN 13: 9783662512036
Publisher: Springer, 2016

Synopsis

This authored monograph presents key aspects of signal processing analysis in the biomedical arena. Unlike wireless communication systems, biological entities produce signals with underlying nonlinear, chaotic nature that elude classification using the standard signal processing techniques, which have been developed over the past several decades for dealing primarily with standard communication systems. This book separates what is random from that which appears to be random and yet is truly deterministic with random appearance. At its core, this work gives the reader a perspective on biomedical signals and the means to classify and process such signals. In particular, a review of random processes along with means to assess the behavior of random signals is also provided. The book also includes a general discussion of biological signals in order to demonstrate the inefficacy of the well-known techniques to correctly extract meaningful information from such signals. Finally, a thorough discussion of recently proposed signal processing tools and methods for addressing biological signals is included. The target audience primarily comprises researchers and expert practitioners but the book may also be beneficial for graduate students.

"synopsis" may belong to another edition of this title.

From the Back Cover

This authored monograph presents key aspects of signal processing analysis in the biomedical arena. Unlike wireless communication systems, biological entities produce signals with underlying nonlinear, chaotic nature that elude classification using the standard signal processing techniques, which have been developed over the past several decades for dealing primarily with standard communication systems. This book separates what is random from that which appears to be random, and yet is truly deterministic with random appearance. At its core, this work gives the reader a perspective on biomedical signals and the means to classify and process such signals. In particular, a review of random processes along with means to assess the behavior of random signals is also provided. The book also includes a general discussion of biological signals in order to demonstrate the inefficacy of the well-known techniques to correctly extract meaningful information from such signals. Finally, a thoroughdiscussion of recently proposed signal processing tools and methods for addressing biological signals is included. The target audience primarily comprises researchers and expert practitioners but the book may also be beneficial for graduate students.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2016
Language
English
ISBN 10 
3662512033
ISBN 13 
9783662512036
Binding
Paperback
Number of pages
391

Other Popular Editions of the Same Title

9783642548789: Biological Signals Classification and Analysis (Lecture Notes in Bioengineering)

Featured Edition

ISBN 10:  3642548784 ISBN 13:  9783642548789
Publisher: Springer, 2015
Hardcover