Title :
A parallel predictive controller
Author :
Gaston, F.M.F. ; Brown, D.W. ; Kadlec, J.
Author_Institution :
Sch. of Electron. & Electr. Eng., Birmingham Univ., UK
Abstract :
A parallel architecture for general predictive control is presented which has a number of advantages for VLSI implementation over those previously published. It has a regular structure with identical processing cells which can be implemented in fixed point, or floating point, or a hybrid arithmetic. Data can be extracted and controlled easily. The controller includes an effective regularisation scheme which allows a priori information about the plant and the controller to be included and kept permanently present in the identification scheme. Users can select the level of the influence of this a priori information on the controller adaptation relative to the effect of the measured data. The resultant architecture is suitable for fixed-point VLSI, or DSP, application aiming for low-power and minimal complexity, or maximal speed.
Keywords :
VLSI; adaptive control; microcontrollers; parallel architectures; predictive control; DSP; VLSI; controller adaptation; fixed point arithmetic; floating point arithmetic; hybrid arithmetic; identical processing cells; maximal speed; minimal complexity; parallel architecture; parallel predictive controller; regular structure; regularisation scheme;
Conference_Titel :
Control '96, UKACC International Conference on (Conf. Publ. No. 427)
Print_ISBN :
0-85296-668-7
DOI :
10.1049/cp:19960701