Title :
On numerical optimization design of continuous-time feedback type quantizer for networked control systems
Author :
Sawada, Kenji ; Shin, Seiichi
Author_Institution :
Dept. of Mech. Eng. & Intell. Syst., Univ. of Electro-Commun., Chofu, Japan
Abstract :
This paper focuses on analysis and synthesis methods of continuous-time dynamic quantizers for networked control systems. Our aim is to propose a numerical optimization design method of multiple (decentralized) quantizers such that a given linear system is optimally approximated by the given linear system with the multiple quantizers. Our method is based on the invariant set analysis and the LMI technique. Also, we clarify that our proposed method naturally extends to multiobjective control problems. Finally, it is pointed out that the proposed method is helpful through a numerical example.
Keywords :
continuous time systems; decentralised control; feedback; linear matrix inequalities; linear systems; networked control systems; numerical analysis; optimisation; set theory; LMI technique; continuous-time feedback type quantizer; invariant set analysis; linear system; multiobjective control problems; networked control systems; numerical optimization design method; Approximation methods; Linear systems; Mobile robots; Optimization; Quantization; Vectors; Wireless communication;
Conference_Titel :
Automation Science and Engineering (CASE), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-0429-0
DOI :
10.1109/CoASE.2012.6386494