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作者 Piorek, Michal, author
書名 Analysis of chaotic behavior in non-linear dynamical systems : models and algorithms for quaternions / by Michal Piorek
出版項 Cham : Springer International Publishing : Imprint: Springer, 2019
國際標準書號 9783319948874 (electronic bk.)
9783319948867 (paper)
國際標準號碼 10.1007/978-3-319-94887-4 doi
book jacket
說明 1 online resource (xi, 132 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
系列 Studies in systems, decision and control, 2198-4182 ; volume 160
Studies in systems, decision and control ; volume 160
附註 Introduction -- Processes described by quaternion models -- Deterministic chaos properties -- Analysis of chaos from time series-existing methods survey -- Analysis of chaos from quaternion time series-proposed methods -- Numerical Experiments -- Analysis of chaos for quaternion time series -- Comparison against existing approaches -- Quaternions clustering -- Summary
This book presents a new approach for the analysis of chaotic behavior in non-linear dynamical systems, in which output can be represented in quaternion parametrization. It offers a new family of methods for the analysis of chaos in the quaternion domain along with extensive numerical experiments performed on human motion data and artificial data. All methods and algorithms are designed to allow detection of deterministic chaos behavior in quaternion data representing the rotation of a body in 3D space. This book is an excellent reference for engineers, researchers, and postgraduate students conducting research on human gait analysis, healthcare informatics, dynamical systems with deterministic chaos or time series analysis
Host Item Springer eBooks
主題 Mathematical analysis
Chaotic behavior in systems
Applications of Nonlinear Dynamics and Chaos Theory
Alt Author SpringerLink (Online service)
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