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作者 Kiasaleh, Kamran, author
書名 Biological signals classification and analysis / by Kamran Kiasaleh
出版項 Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015
國際標準書號 9783642548796 (electronic bk.)
9783642548789 (paper)
國際標準號碼 10.1007/978-3-642-54879-6 doi
book jacket
說明 1 online resource (xi, 380 pages) : illustrations (some color), digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
系列 Lecture notes in bioengineering, 2195-271X
Lecture notes in bioengineering
附註 Non-Biological Signals -- Linear and Nonlinear Systems -- Biological Signals -- Signal Processing Methods for Biological Signals -- Signal Decomposition Methods -- References and Concluding Remarks
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
Host Item Springer eBooks
主題 Signal processing -- Digital techniques
Biological control systems
Engineering
Biomedical Engineering
Biomedicine general
Signal, Image and Speech Processing
Computer Imaging, Vision, Pattern Recognition and Graphics
Fourier Analysis
Alt Author SpringerLink (Online service)
記錄 5 之 14
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