Title :
Adaptive quantizer for networked control system
Author :
Al-Makhles, Dhafer ; Swain, Akshya K. ; Patel, Nitish
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Auckland, Auckland, New Zealand
Abstract :
This paper proposes a novel approach for data-compression using Delta-sigma modulator (ΔΣ-M) and applies it to design bit-stream based controllers. An adaptive scheme is introduced to automatically determine the upper and lower boundaries of the quantizer of the ΔΣ-M. The stability condition of the feedback control system with embedded ΔΣ-M is derived analytically based on sliding mode analysis. The effectiveness of the proposed controller is illustrated experimentally by designing hybrid bit-stream based feedback controller to control the position of a D.C. motor. Experimental results from a laboratory prototype illustrate that the adaptive ΔΣ-M with the feedback controller effectively controls the systems while consuming less significant channels interfaces between the measurement device and the controller.
Keywords :
DC motors; adaptive control; data compression; delta-sigma modulation; feedback; machine control; networked control systems; position control; stability; variable structure systems; DC motor; adaptive quantizer; adaptive scheme; data-compression; delta-sigma modulator; feedback control system; hybrid bit-stream based feedback controller; laboratory prototype; measurement device; networked control system; position control; sliding mode analysis; stability condition; Adaptive systems; Asymptotic stability; Bandwidth; Control systems; Modulation; Noise; Quantization (signal);
Conference_Titel :
Control Conference (ECC), 2014 European
Conference_Location :
Strasbourg
Print_ISBN :
978-3-9524269-1-3
DOI :
10.1109/ECC.2014.6862393