Big Data Analytics for Cyber-Physical Systems [electronic resource] /
edited by Shiyan Hu, Bei Yu.
- 1st ed. 2020.
- XI, 270 p. 97 illus., 64 illus. in color. online resource.
Cyber-Physical Systems: An Overview -- An Utility-Driven Data Transmission Optimization Strategy in Large Scale Cyber-Physical Systems -- Advanced Communications in Cyber Physical Systems -- A Framework for Speculative Job Scheduling on Mobile Cloud Resources -- Cyber-physical Autonomous Vehicular System (CAVS): A MAC Layer Perspective -- A CPS-enhanced Subway Operations Safety System Based on the Short-term Prediction of the Passenger Flow -- A CPS-Aware Crowd Evacuation Simulation -- Smart Building Sensor Drift Calibration -- Fault Tolerance-Aware Design Technique for Cyber-Physical Digital Micro -- Uncertainty Analysis and Optimization in Cyber-Physical Systems of Reservoir production -- The Optimization of Maritime Search and Rescue Simulation System Based on CPS -- A CPS-improved data estimation model for flash food early warning sensor network -- Index.
This book highlights research and survey articles dedicated to big data techniques for cyber-physical system (CPS), which addresses the close interactions and feedback controls between cyber components and physical components. The book first discusses some fundamental big data problems and solutions in large scale distributed CPSs. The book then addresses the design and control challenges in multiple CPS domains such as vehicular system, smart city, smart building, and digital microfluidic biochips. This book also presents the recent advances and trends in the maritime simulation system and the flood defence system. Helps readers understand the fundamentals of how big data analytics and optimization are involved in developing the cyber-physical systems; Presents readers with practical tools and design methodologies for implementing highly efficient big data based cyber-physical systems; Introduces recent advances and trends in leveraging big data techniques in a wide spectrum of domains of cyber-physical systems.
9783030434946
10.1007/978-3-030-43494-6 doi
Computer networks .
Telecommunication.
Electric power production.
Control engineering.
System theory.
Control theory.
Computer Communication Networks.
Communications Engineering, Networks.
Electrical Power Engineering.
Mechanical Power Engineering.
Control and Systems Theory.
Systems Theory, Control .
TK5105.5-5105.9
004.6
Cyber-Physical Systems: An Overview -- An Utility-Driven Data Transmission Optimization Strategy in Large Scale Cyber-Physical Systems -- Advanced Communications in Cyber Physical Systems -- A Framework for Speculative Job Scheduling on Mobile Cloud Resources -- Cyber-physical Autonomous Vehicular System (CAVS): A MAC Layer Perspective -- A CPS-enhanced Subway Operations Safety System Based on the Short-term Prediction of the Passenger Flow -- A CPS-Aware Crowd Evacuation Simulation -- Smart Building Sensor Drift Calibration -- Fault Tolerance-Aware Design Technique for Cyber-Physical Digital Micro -- Uncertainty Analysis and Optimization in Cyber-Physical Systems of Reservoir production -- The Optimization of Maritime Search and Rescue Simulation System Based on CPS -- A CPS-improved data estimation model for flash food early warning sensor network -- Index.
This book highlights research and survey articles dedicated to big data techniques for cyber-physical system (CPS), which addresses the close interactions and feedback controls between cyber components and physical components. The book first discusses some fundamental big data problems and solutions in large scale distributed CPSs. The book then addresses the design and control challenges in multiple CPS domains such as vehicular system, smart city, smart building, and digital microfluidic biochips. This book also presents the recent advances and trends in the maritime simulation system and the flood defence system. Helps readers understand the fundamentals of how big data analytics and optimization are involved in developing the cyber-physical systems; Presents readers with practical tools and design methodologies for implementing highly efficient big data based cyber-physical systems; Introduces recent advances and trends in leveraging big data techniques in a wide spectrum of domains of cyber-physical systems.
9783030434946
10.1007/978-3-030-43494-6 doi
Computer networks .
Telecommunication.
Electric power production.
Control engineering.
System theory.
Control theory.
Computer Communication Networks.
Communications Engineering, Networks.
Electrical Power Engineering.
Mechanical Power Engineering.
Control and Systems Theory.
Systems Theory, Control .
TK5105.5-5105.9
004.6