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Compositional analysis for linear control systems

Published: 12 April 2010 Publication History

Abstract

The complexity of physical and engineering systems, both in terms of the governing physical phenomena and the number of subprocesses involved, is mirrored in ever more complex mathematical models. While the demand for precise models is indisputable, the analysis of such system models remains challenging. Adopting techniques from computer science makes available a framework for compositional analysis of interconnected control systems. Simulation relations relate process models with their specifications thus checking whether the derived model behaves as desired. Based on that, compositional and assume-guarantee reasoning rules decompose the actual verification task into several subtasks that can be checked with less computational effort. Thus, modularly composed system models can be treated with modular analysis techniques. In this paper, we want to give an overview of how these concepts can be applied to analyze linear continuous-time systems (LTI). Motivated by the underlying physics, we introduce a general type of interconnection that can also be interpreted as a feedback control configuration in the spirit of decentralized control. Additionally, parallel composition of LTI systems is discussed with special emphasis on decomposition strategies for a given specification. The proposed methodology could be extended further to classes of hybrid systems where compositional analysis techniques are of particular interest.

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Cited By

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  • (2021)Synthesis of interconnected control systems under reachability specifications2021 60th IEEE Conference on Decision and Control (CDC)10.1109/CDC45484.2021.9683604(1295-1300)Online publication date: 14-Dec-2021
  • (2019)Abstraction-based low complexity controller synthesis for interconnected non-deterministic systems2019 18th European Control Conference (ECC)10.23919/ECC.2019.8795653(4174-4179)Online publication date: Jun-2019
  • (2018)Compositional Construction of Approximate Abstractions of Interconnected Control SystemsIEEE Transactions on Control of Network Systems10.1109/TCNS.2016.25830635:1(116-127)Online publication date: Mar-2018
  • Show More Cited By

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cover image ACM Conferences
HSCC '10: Proceedings of the 13th ACM international conference on Hybrid systems: computation and control
April 2010
308 pages
ISBN:9781605589558
DOI:10.1145/1755952
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 12 April 2010

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Author Tags

  1. assume-guarantee reasoning
  2. compositional reasoning
  3. linear systems
  4. simulation relations

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Cited By

View all
  • (2021)Synthesis of interconnected control systems under reachability specifications2021 60th IEEE Conference on Decision and Control (CDC)10.1109/CDC45484.2021.9683604(1295-1300)Online publication date: 14-Dec-2021
  • (2019)Abstraction-based low complexity controller synthesis for interconnected non-deterministic systems2019 18th European Control Conference (ECC)10.23919/ECC.2019.8795653(4174-4179)Online publication date: Jun-2019
  • (2018)Compositional Construction of Approximate Abstractions of Interconnected Control SystemsIEEE Transactions on Control of Network Systems10.1109/TCNS.2016.25830635:1(116-127)Online publication date: Mar-2018
  • (2015)Compositional construction of approximate abstractionsProceedings of the 18th International Conference on Hybrid Systems: Computation and Control10.1145/2728606.2728615(68-77)Online publication date: 14-Apr-2015
  • (2015)Towards Safe Robotic Surgical SystemsRecent Advances in Mechanism Design for Robotics10.1007/978-3-319-18126-4_16(165-175)Online publication date: 5-May-2015
  • (2012)On the existence of compositional barrier certificates2012 IEEE 51st IEEE Conference on Decision and Control (CDC)10.1109/CDC.2012.6426178(4580-4585)Online publication date: Dec-2012

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