Cyber-Physical Systems: A Model-Based Appr...

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Beschreibung

In this concise yet comprehensive Open Access textbook, future inventors are introduced to the key concepts of Cyber-Physical Systems (CPS). Using modeling as a way to develop deeper understanding of the computational and physical components of these systems, one can express new designs in a way that facilitates their simulation, visualization, and analysis. Concepts are introduced in a cross-disciplinary way. Leveraging hybrid (continuous/discrete) systems as a unifying framework and Acumen as a modeling environment, the book bridges the conceptual gap in modeling skills needed for physical systems on the one hand and computational systems on the other. In doing so, the book gives the reader the modeling and design skills they need to build smart, IT-enabled products.

Starting with a look at various examples and characteristics of Cyber-Physical Systems, the book progresses to explain how the area brings together several previously distinct ones such as Embedded Systems, Control Theory, and Mechatronics.

Featuring a simulation-based project that focuses on a robotics problem (how to design a robot that can play ping-pong) as a useful example of a CPS domain, Cyber-Physical Systems: A Model-Based Approach demonstrates the intimate coupling between cyber and physical components, and how designing robots reveals several non-trivial control problems, significant embedded and real-time computation requirements, and a need to consider issues of communication and preconceptions.

Über den Autor

Walid Taha is a Professor of Computer Science at Halmstad University. He has lead the development of several programming language design and implementation efforts, including MetaOCaml, Java Mint, the Verilog Preprocessor, Event-based and Priority-based FRP, and Acumen. Walid's recognitions include the National Science Foundation (NSF) CAREER Award and Halmstad University's Teacher of the Year Award (2016).

Abd-Elhamid M. Taha is an Assistant Professor of Electrical Engineering At Alfaisal University. His research spans radio resource management, Internet of Things (IoT) services, and modeling in networked cyber-physical systems. Abd-Elhamid is a senior member of the IEEE, and a recipient of the Natural Sciences and Engineering Research Council (NSERC) Early Career Researcher Award as well as several awards at Alfaisal University for distinction in teaching and

research.

Johan Thunberg is an Assistant professor at the School of Information Technology, Halmstad University. His research interests include pattern recognition, control theory and nonlinear systems. He received the [...]. and Ph.D. degrees from KTH Royal Institute of Technology in 2008 and 2014, respectively. Between 2007 and 2008 he held a position as research assistant at the Swedish Defense Research agency (FOI). Between 2014 and 2018 he held a position as research associate at the Luxembourg Centre for Systems Biomedicine, University of Luxembourg.

Zusammenfassung

Offers a unique perspective to gain the skills needed for learning, applying, and developing a wide range of scientific, engineering, and social knowledge that are key to engineering future systems

Introduces key concepts from different areas in an efficient manner. The disciplines considered include physical modeling, control, hybrid systems, computational modeling, and game theory

Focuses on modeling, and uses simulation rather than analytical methods to provide generality and avoid the need for specialized mathematical skills.

Assumes very little mathematical prerequisites, and offers the opportunity to review and sharpen mathematical skills

Inhaltsverzeichnis

Part I: Core Concepts.- 1. What is a Cyber-Physical System?.- 2. Modeling Physical Systems.- 3. Hybrid Systems.- 4. Control Theory.- 5. Modeling Computational Systems.- 6. Coordinate Transformation (Robot Arm).- Part II: Selected Topics.- 7. Game Theory.- 8. Communications.- 9. Sensing and Actuation.- Part III: Appendix.- A. Acumen Reference Manual.- Index.

Details

Erscheinungsjahr:	2020
Fachbereich:	Hardware
Genre:	Informatik , Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	xxiii 187 S. 37 s/w Illustr. 48 farbige Illustr. 187 p. 85 illus. 48 illus. in color.
ISBN-13:	9783030360702
ISBN-10:	3030360709
Sprache:	Englisch
Einband:	Gebunden
Autor:	Taha, Walid M. Thunberg, Johan Taha, Abd-Elhamid M.
Auflage:	1st edition 2021
Hersteller:	Springer International Publishing
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	260 x 183 x 18 mm
Von/Mit:	Walid M. Taha (u. a.)
Erscheinungsdatum:	02.09.2020
Gewicht:	0,605 kg

Artikel-ID: 117596277