Abstract
Recently, the study of quantized control systems has attracted increasing attention from researchers, due to its theoretical and practical importance in digit control, control under communication/computation constraints, etc. In this paper we develop a theory of stabilizing single-input non-linear affine systems using quantized feedback. We construct explicitly a stabilizing quantizer based on a control Lyapunov function (CLF), and a robustly stabilizing quantizer based on a robust control Lyapunov function (RCLF). We characterize the coarsest quantizer for a given RCLF and the coarsest one over all RCLFs. The special features of several classes of non-linear affine systems are explored to obtain more specific results. Finally, we apply the proposed quantization scheme to the motion control of certain types of vehicles.
Original language | English (US) |
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Pages (from-to) | 239-249 |
Number of pages | 11 |
Journal | International Journal of Control |
Volume | 77 |
Issue number | 3 |
DOIs | |
State | Published - Feb 15 2004 |
Externally published | Yes |
Bibliographical note
Funding Information:This research was supported by the National Science Foundation under Grant No ECS-0093950. The authors wish to thank Emilio Frazzoli for fruitful discussions and suggestions.