000 03197nam a22005175i 4500
001 978-3-642-54879-6
003 DE-He213
005 20200421112222.0
007 cr nn 008mamaa
008 150629s2015 gw | s |||| 0|eng d
020 _a9783642548796
_9978-3-642-54879-6
024 7 _a10.1007/978-3-642-54879-6
_2doi
050 4 _aR856-857
072 7 _aMQW
_2bicssc
072 7 _aTEC009000
_2bisacsh
082 0 4 _a610.28
_223
100 1 _aKiasaleh, Kamran.
_eauthor.
245 1 0 _aBiological Signals Classification and Analysis
_h[electronic resource] /
_cby Kamran Kiasaleh.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2015.
300 _aXI, 380 p. 231 illus., 222 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Bioengineering,
_x2195-271X
505 0 _aNon-Biological Signals -- Linear and Nonlinear Systems -- Biological Signals -- Signal Processing Methods for Biological Signals -- Signal Decomposition Methods -- References and Concluding Remarks.
520 _aThis 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.
650 0 _aEngineering.
650 0 _aComputer graphics.
650 0 _aFourier analysis.
650 0 _aBiomedical engineering.
650 1 4 _aEngineering.
650 2 4 _aBiomedical Engineering.
650 2 4 _aBiomedicine general.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 2 4 _aFourier Analysis.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642548789
830 0 _aLecture Notes in Bioengineering,
_x2195-271X
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-54879-6
912 _aZDB-2-ENG
942 _cEBK
999 _c57470
_d57470