Abstract:
A sufficient condition for stability of linear subsystems interconnected by digitized signals is presented. There is a digitizer for each linear subsystem that periodically samples an input signal and produces an output that is quantized and saturated. The output of the digitizer is then fed as an input (in the usual sense) to the linear subsystem. Due to digitization, each subsystem behaves as a switched affine system, where state-dependent switches are induced by the digitizer. For each quantization region, a storage function is computed for each subsystem by solving appropriate linear matrix inequalities (LMIs), and the sum of these storage functions is a Lyapunov function for the interconnected system. Finally, using a condition on the sampling period, we specify a subset of the unsaturated state space from which all executions of the interconnected system reach a neighborhood of the quantization region containing the origin. The sampling period proves to be pivotal—if it is too small, then a dwell-time argument cannot be used to establish convergence, while if it is too large, an unstable subsystem may not receive timely-enough inputs to avoid diverging.
Reference:
Taylor T. Johnson, Sayan Mitra, Cedric Langbort, "Stability of Digitally Interconnected Linear Systems", In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference (CDC ECC 2011), Orlando, Florida, USA, pp. 2687–2692, 2011, dec.
Bibtex Entry:
@inproceedings{johnson2011cdc,
author = {Taylor T. Johnson and Sayan Mitra and Cedric Langbort},
title = {Stability of Digitally Interconnected Linear Systems},
year = {2011},
booktitle = {Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference (<a href="http://control.disp.uniroma2.it/cdcecc2011/">CDC ECC 2011</a>)},
address = {Orlando, Florida, USA},
month = dec,
pages = {2687--2692},
gsid = {14666544104064248628},
doi = {10.1109/CDC.2011.6161264},
abstract = {A sufficient condition for stability of linear subsystems interconnected by digitized signals is presented. There is a digitizer for each linear subsystem that periodically samples an input signal and produces an output that is quantized and saturated. The output of the digitizer is then fed as an input (in the usual sense) to the linear subsystem. Due to digitization, each subsystem behaves as a switched affine system, where state-dependent switches are induced by the digitizer. For each quantization region, a storage function is computed for each subsystem by solving appropriate linear matrix inequalities (LMIs), and the sum of these storage functions is a Lyapunov function for the interconnected system. Finally, using a condition on the sampling period, we specify a subset of the unsaturated state space from which all executions of the interconnected system reach a neighborhood of the quantization region containing the origin. The sampling period proves to be pivotal---if it is too small, then a dwell-time argument cannot be used to establish convergence, while if it is too large, an unstable subsystem may not receive timely-enough inputs to avoid diverging.},
issn = {0743-1546},
pdf = {http://www.taylortjohnson.com/research/johnson2011cdc.pdf},
}