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Cyber–Physical Codesign at the Functional Level for Multidomain Automotive Systems
- Source :
- IEEE Systems Journal. :1-11
- Publication Year :
- 2015
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2015.
-
Abstract
- Software-integrated multidomain automotive systems, which is also referred to as automotive cyber–physical systems (CPS) consist of various interacting domains (software, hardware, multiphysics, communication, etc.). Design decisions in one domain may completely change the constraints and requirements in the other domains, e.g., adding more functions in a modern automotive CPS may require changes to thousands of lines of software code or even the mechanical architecture. Existing CPS design methodologies are siloed in a specific domain and therefore have limited design space exploration capabilities because only one domain can be tested at a time. This paper presents a functional-level cyber–physical codesign methodology starting from the functional model of the CPS capable of concurrently expressing (multi-)physics and control in automotive applications. Moreover, we introduce a high-level synthesis algorithm capable of selecting a set of optimized system architectures using various executable simulation components and cost metrics. We demonstrate our methodology with a realistic automotive use case and explore various design alternatives for implementing the control systems in pure continuous domain (e.g., traditional automotive subsystems without engine control units) or hybrid domain (e.g., brake-by-wire, steer-by-wire, drive-by-wire, etc.) under power, performance, and reliability constraints.
- Subjects :
- 0209 industrial biotechnology
Engineering
Computer Networks and Communications
business.industry
Design space exploration
Automotive industry
Cyber-physical system
020207 software engineering
02 engineering and technology
computer.file_format
Computer Science Applications
Domain (software engineering)
020901 industrial engineering & automation
Software
Control and Systems Engineering
Control system
Embedded system
0202 electrical engineering, electronic engineering, information engineering
Process control
Executable
Electrical and Electronic Engineering
business
computer
Information Systems
Subjects
Details
- ISSN :
- 23737816 and 19328184
- Database :
- OpenAIRE
- Journal :
- IEEE Systems Journal
- Accession number :
- edsair.doi...........4c1f0846ab2f02f7d9dac87cae7613fc
- Full Text :
- https://doi.org/10.1109/jsyst.2015.2472495