Analysis of Chaotic Behavior in Non-linear Dynamical Systems Models and Algorithms for Quaternions /

• Κύριος συγγραφέας: Piórek, Michał (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Studies in Systems, Decision and Control, 160
• Θέματα: Computational complexity.; Statistical physics.; Complexity.; Applications of Nonlinear Dynamics and Chaos Theory.
• Φυσική περιγραφή: XI, 132 p. 98 illus., 71 illus. in color. online resource.
• ISBN: 9783319948874
• ISSN: 2198-4182 ;
• DOI: 10.1007/978-3-319-94887-4

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.