Sayan Mitra

Verifying Cyber-Physical Systems

A Path to Safe Autonomy

• Gebundenes Buch

Produktbeschreibung

A graduate-level textbook that presents a unified mathematical framework for modeling and analyzing cyber-physical systems, with a strong focus on verification. Verification aims to establish whether a system meets a set of requirements. For such cyber-physical systems as driverless cars, autonomous spacecraft, and air-traffic management systems, verification is key to building safe systems with high levels of assurance. This graduate-level textbook presents a unified mathematical framework for modeling and analyzing cyber-physical systems, with a strong focus on verification. It distills the ideas and algorithms that have emerged from more than three decades of research and have led to the creation of industrial-scale modeling and verification techniques for cyber-physical systems.

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Produktdetails

• Cyber Physical Systems Series
• Verlag: MIT Press Ltd
• Seitenzahl: 304
• Erscheinungstermin: 16. Februar 2021
• Englisch
• Abmessung: 184mm x 235mm x 25mm
• Gewicht: 636g
• ISBN-13: 9780262044806
• ISBN-10: 0262044803
• Artikelnr.: 59582777

Autorenporträt

Sayan Mitra

Inhaltsangabe

Preface xv
1 Introduction 1
2 Modeling Computation 17
3 Modeling Physics 31
4 Modeling Cyber-Physical Systems 55
5 Composing Models 79
6 Specifying Requirements 101
7 Verifying Invariants 123
8 Abstractions and Compositional Reasoning 145
9 Reachability Analysis 165
10 Progress Analysis 197
11 Data-Driven Verification 217
Appendix A: Linear Algebra and Real Analysis 247
Appendix B: Computability and Complexity 255
Appendix C: Specification Language Reference 263
References 271
Index 291