Title :
Correct-by-design output feedback of LTI systems
Author :
S. Haesaert;A. Abate;P.M.J. Van den Hof
Author_Institution :
Control Systems group in the Department of Electrical Engineering, Eindhoven University of Technology, The Netherlands
Abstract :
Current state-of-the-art correct-by-design controllers are designed for full-state measurable systems. This work extends the applicability of correct-by-design controllers to partially observable linear, time-invariant (LTI) models. Towards the certification of the synthesised controllers, approximate simulation relations are leveraged to attain a quantification for the accuracy of introduced approximations. Additionally, the robustness of the approach allows the extension to models with the presence of probabilistic disturbances on state transitions and on output measurements. In a case study from smart buildings we evaluate the new output-based correct-by-design controller on a physical system with limited sensor information.
Keywords :
"Linear systems","Hidden Markov models","Biological system modeling","Aerospace electronics","Measurement","Robustness","Stochastic processes"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7403188