Title :
Real-time adaptive feedforward Zero Phase Error Tracking Control for X-Y motion
Author :
Adnan, Ramli ; Ismail, Hashimah ; Ishak, Norlela ; Tajjudin, Mazidah ; Rahiman, Mohd Hezri Fazalul
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA (UiTM), Shah Alam, Malaysia
Abstract :
The Zero Phase Error Tracking Control (ZPETC) has been widely used in motion control as it provides desirable performance. Due to its limitation in gain response, many researchers have modified and improve the technique to achieve unity gain for wider bandwidth. This paper discusses the implementation of feedforward adaptive ZPETC for real-time X-Y motion control. In this system, ZPETC without factorization of zero is utilized and the gain compensation filter is replaced by Finite Impulse Response (FIR) filter. The gain adaptation mechanism is done using Recursive Least Square (RLS) algorithm. The performance of designed controller in reducing the tracking error using high frequency input is analyzed through gain-frequency responses plot. Experimental results show promising tracking performance.
Keywords :
FIR filters; adaptive control; compensation; control system synthesis; feedforward; frequency response; least squares approximations; matrix decomposition; motion control; recursive estimation; tracking; FIR filter; RLS algorithm; designed controller; feedforward adaptive ZPETC; finite impulse response filter; gain adaptation mechanism; gain compensation filter; gain response; gain-frequency responses plot; high frequency input; real-time X-Y motion control; real-time adaptive feedforward zero phase error tracking control; recursive least square algorithm; tracking error; tracking performance; unity gain; zero factorization; Feedforward neural networks; Filtering algorithms; Finite impulse response filter; Frequency response; Mathematical model; Real-time systems; Transfer functions; Adaptive ZPETC; FIR Filter; Motion Control; RLS; Real-Time Control;
Conference_Titel :
System Engineering and Technology (ICSET), 2012 International Conference on
Conference_Location :
Bandung
Print_ISBN :
978-1-4673-2375-8
DOI :
10.1109/ICSEngT.2012.6339366