| Title | Constructing Control System Abstractions from Modular Components |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Authors | Kim, Eric S., Arcak, Murat, Zamani, Majid |
| Conference Name | Proceedings of the 21st International Conference on Hybrid Systems: Computation and Control (Part of CPS Week) |
| Publisher | ACM |
| Conference Location | New York, NY, USA |
| ISBN Number | 978-1-4503-5642-8 |
| Keywords | compositionality, Computing Theory and Compositionality, Finite abstractions, Human Behavior, human factors, interconnected systems, pubcrawl |
| Abstract | This paper tackles the problem of constructing finite abstractions for formal controller synthesis with high dimensional systems. We develop a theory of abstraction for discrete time nonlinear systems that are equipped with variables acting as interfaces for other systems. Systems interact via an interconnection map which constrains the value of system interface variables. An abstraction of a high dimensional interconnected system is obtained by composing subsystem abstractions with an abstraction of the interconnection. System abstractions are modular in the sense that they can be rearranged, substituted, or reused in configurations that were unknown during the time of abstraction. Constructing the abstraction of the interconnection map can become computationally infeasible when there are many systems. We introduce intermediate variables which break the interconnection and the abstraction procedure apart into smaller problems. Examples showcase the abstraction of a 24-dimensional system through the composition of 24 individual systems, and the synthesis of a controller for a 6-dimensional system with a consensus objective. |
| URL | http://doi.acm.org/10.1145/3178126.3178144 |
| DOI | 10.1145/3178126.3178144 |
| Citation Key | kim_constructing_2018 |
Constructing Control System Abstractions from Modular Components