DocumentCode
3008493
Title
Bit-stream based model predictive controller for a magnetic levitation system
Author
Camasca, Claudio A. ; Swain, Akshya K. ; Patel, Nitish D.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Auckland, Auckland, New Zealand
fYear
2011
fDate
21-24 Nov. 2011
Firstpage
1055
Lastpage
1059
Abstract
Bit-stream is a novel method of implementing control algorithms in digital logic chips such as FPGA and is an alternative to the traditional digital controller implementation and offers several advantages due to its inherent parallel nature. The present paper proposes a state space based model predictive controller (MPC) for the unstable magnetic levitation system and is the first bit stream based MPC reported in the literature. The proposed controller is implemented by interconnecting several bit-stream connecting blocks. The performance of the bit-stream based MPC is illustrated via simulations using Mentor Graphics ModelSim and compared to the results from an ideal MPC implemented using Matlab/Simulink. Results of the simulation demonstrate that the performance of the bit-stream based MPC matches well with the Simulink based controller and can therefore be a better alternative to classical digital controller implementation.
Keywords
digital simulation; field programmable gate arrays; magnetic levitation; magnetic variables control; predictive control; state-space methods; FPGA; Matlab; Mentor Graphics ModelSim; Simulink based controller; bit-stream based model predictive controller; digital controller implementation; digital logic chips; magnetic levitation system; state space based model predictive controller; Aerospace electronics; Control systems; Magnetic levitation; Magnetic materials; Mathematical model; Photonic crystals; Predictive models;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 2011 - 2011 IEEE Region 10 Conference
Conference_Location
Bali
ISSN
2159-3442
Print_ISBN
978-1-4577-0256-3
Type
conf
DOI
10.1109/TENCON.2011.6129272
Filename
6129272
Link To Document