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E-raamat: Transportation Cyber-Physical Systems

Edited by (Assistant Professor of Computer Science, Montfort University, UK), Edited by (Eugene Douglas Mays Professor of Transportation, Clemson University, USA.)
  • Formaat: PDF+DRM
  • Ilmumisaeg: 30-Jul-2018
  • Kirjastus: Elsevier Science Publishing Co Inc
  • Keel: eng
  • ISBN-13: 9780128142967
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  • Formaat: PDF+DRM
  • Ilmumisaeg: 30-Jul-2018
  • Kirjastus: Elsevier Science Publishing Co Inc
  • Keel: eng
  • ISBN-13: 9780128142967

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Transportation Cyber-Physical Systems provides current and future researchers, developers and practitioners with the latest thinking on the emerging interdisciplinary field of Transportation Cyber Physical Systems (TCPS). The book focuses on enhancing efficiency, reducing environmental stress, and meeting societal demands across the continually growing air, water and land transportation needs of both people and goods. Users will find a valuable resource that helps accelerate the research and development of transportation and mobility CPS-driven innovation for the security, reliability and stability of society at-large. The book integrates ideas from Transport and CPS experts and visionaries, consolidating the latest thinking on the topic.

As cars, traffic lights and the built environment are becoming connected and augmented with embedded intelligence, it is important to understand how smart ecosystems that encompass hardware, software, and physical components can help sense the changing state of the real world.

  • Bridges the gap between the transportation, CPS and civil engineering communities
  • Includes numerous examples of practical applications that show how diverse technologies and topics are integrated in practice
  • Examines timely, state-of-the-art topics, such as big data analytics, privacy, cybersecurity and smart cities
  • Shows how TCPS can be developed and deployed, along with its associated challenges
  • Includes pedagogical aids, such as Illustrations of application scenarios, architecture details, tables describing available methods and tools, chapter objectives, and a glossary
  • Contains international contributions from academia, government and industry
List of contributors
xi
Foreword xiii
Preface xv
Acknowledgements xvii
1 Transportation Cyber-Physical System and its importance for future mobility
1(20)
Lipika Deka
Sakib M. Khan
Mashrur Chowdhury
Nick Ayres
1 Introduction of Transportation Cyber-Physical System
1(3)
2 Transportation Cyber-Physical System examples and its components
4(8)
3 Transportation Cyber-Physical System for the future of mobility: Environmental and societal benefits
12(2)
4 Challenges for Transportation Cyber-Physical System adoption and their mapping to book chapters
14(7)
Exercises
19(1)
References
19(2)
2 Architectures of Transportation Cyber-Physical Systems
21(30)
John D. McGregor
Roselane S. Silva
Eduardo S. Almeida
1 Introduction
21(3)
2 Background
24(4)
3 Current canonical cyber-physical system architectures
28(3)
4 Types of architecture models
31(5)
5 Issues with the current models
36(2)
6 Emerging architectures
38(5)
7 Case studies
43(4)
8 Conclusion
47(4)
Exercises
48(1)
References
48(3)
3 Collaborative modelling and co-simulation for Transportation Cyber-Physical Systems
51(30)
John Fitzgerald
Carl Gamble
Martin Mansfield
Julien Ouy
Roberto Palacin
Ken Pierce
Peter G. Larsen
1 Introduction
51(1)
2 Transportation Cyber-Physical Systems engineering
52(2)
3 The model-based cyber-physical system engineering context
54(1)
4 Towards an integrated tool chain for cyber-physical system engineering
55(6)
5 An example of co-modelling: railway interlocking system
61(14)
6 Conclusions and future directions
75(6)
Exercises
76(1)
References
77(4)
4 Real-time control systems
81(34)
Yunyi Jia
Longxiang Guo
Xin Wang
1 Introduction
81(1)
2 Components in real-time control systems
82(13)
3 Real-time control systems in autonomous vehicles
95(15)
4 Conclusions and future directions
110(5)
Exercises
111(1)
References
111(4)
5 Transportation Cyber-Physical Systems security and privacy
115(38)
Tony Kenyon
1 Introduction
115(1)
2 Basic concepts
115(9)
3 Threats and vulnerabilities in Transportation Cyber-Physical Systems
124(3)
4 Security models for Transportation Cyber-Physical Systems
127(8)
5 Applied security controls in Transportation Cyber-Physical Systems
135(4)
6 Use case: connected car
139(6)
7 Emerging technologies
145(3)
8 Conclusions and future direction
148(5)
Exercises
149(1)
References
149(4)
6 Infrastructure for Transportation Cyber-Physical Systems
153(20)
Brandon Posey
Linh Bao Ngo
Mashrur Chowdhury
Amy Apon
1 Introduction to infrastructure for Transportation Cyber-Physical Systems
153(2)
2 Networking among data infrastructure
155(3)
3 Data collection and ingest
158(2)
4 Data processing engines
160(6)
5 Serving layer
166(1)
6 Transportation Cyber-Physical Systems infrastructure as code
166(3)
7 Future direction
169(1)
8 Summary and conclusions
169(4)
Exercises
170(1)
References
170(3)
7 Data management issues in Cyber-Physical Systems
173(28)
Venkat N. Gudivada
Srini Ramaswamy
Seshadri Srinivasan
1 Cyber-physical systems: an interdisciplinary confluence
173(1)
2 Cyber-physical systems are diverse
174(1)
3 Data management issues
175(7)
4 Database systems for cyber-physical systems
182(13)
5 Data analytics for cyber-physical systems
195(2)
6 Current trends and research issues
197(4)
References
198(3)
8 Human factors in Transportation Cyber-Physical Systems: A case study of a Smart Automated Transport and Retrieval System (SmartATRS)
201(26)
Paul Whittington
Huseyin Dogan
1 Introduction
201(1)
2 Related human factors approaches
202(4)
3 Case study
206(14)
4 Discussion
220(2)
5 Conclusions and future work
222(5)
Exercises
224(1)
References
224(3)
9 Transportation Cyber-Physical System as a specialised education stream
227(20)
Michael Henshaw
Lipika Deka
1 Introduction
227(2)
2 Background
229(4)
3 A cyber-physical system workforce
233(1)
4 Required knowledge and skills
233(8)
5 Curriculum delivery mechanism
241(2)
6 Conclusions
243(4)
References
244(3)
10 Research challenges and transatlantic collaboration on Transportation Cyber-Physical Systems
247(20)
Michael Henshaw
1 Introduction
247(1)
2 A context of predictions
248(2)
3 Dynamic and complex systems
250(2)
4 Key research challenges
252(6)
5 Skills for Transportation Cyber-Physical Systems researchers
258(1)
6 Regulatory environments
259(1)
7 Opportunities for collaboration
260(1)
8 Conclusions
261(6)
Acknowledgements
261(1)
References
261(6)
11 Future of Transportation Cyber-Physical Systems --- Smart Cities/Regions
267(42)
Kakan Dey
Ryan Fries
Shofiq Ahmed
1 What is a Smart City?
267(2)
2 Major characteristics of a Smart City
269(3)
3 Smart City as a systems of systems
272(13)
4 Emerging transportation services in the Smart City context
285(6)
5 Smart City developments around the world
291(5)
6 Future research directions
296(2)
7 Conclusions
298(11)
Exercises
298(1)
References
299(10)
Index 309
Lipika Deka is Assistant Professor of Computer Science, member of the Interdisciplinary Group in Intelligent Transport Systems, and PI on the Intelligent Mobility Partnership Competence Centre of Excellence at De Montfort University. She is a former Research Fellow for the European Unions project on Trans-Atlantic Modelling and Simulation for Cyber-Physical Systems. Her research within Intelligent Transportation Systems is in map-matching, navigation and collision detection, and path-planning for autonomous vehicles. Mashrur Chowdhury is Eugene Douglas Mays Chaired Professor of Transportation in the Glenn Department of Civil Engineering at Clemson University. He is the Director of USDOT Center for Connected Multimodal Mobility and Co-Director of the Complex Systems, Analytics, and Visualization Institute at Clemson. His research focuses on connected and automated vehicles with an emphasis on their integration within smart cities.