Title :
On synchronizing sampling and quantization for ρ/μ approximation based stabilization of second order LTI systems under binary sensing
Author :
Xinlei Zhang;Danielle C. Tarraf
Author_Institution :
Department of Electrical and Computer Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
Abstract :
We revisit the problem of constructing finite state ρ/μ approximations of systems over finite alphabets for the purpose of certified-by-design control synthesis. In this context, we focus on a specific class of systems, namely second order linear time-invariant (LTI) systems with finite inputs and binary quantized outputs. Specifically, we investigate the problem of picking the `initial partition´ for generating state-space based ρ/μ approximations enabling control design. We propose and analyze a new algorithm that is tailored to the dynamics and the sampling period of the system, and we illustrate its use via a set of numerical examples.
Keywords :
"Control design","Switches","Approximation error","Linear systems","Yttrium","Approximation algorithms"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7402655