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.
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