DocumentCode :
58395
Title :
MPSoCs and Multicore Microcontrollers for Embedded PID Control: A Detailed Study
Author :
Youness, Hassan ; Moness, Mohamed ; Khaled, Mahmoud
Author_Institution :
Comput. & Syst. Eng. Dept., Minia Univ., El-Minia, Egypt
Volume :
10
Issue :
4
fYear :
2014
fDate :
Nov. 2014
Firstpage :
2122
Lastpage :
2134
Abstract :
This paper presents different multiprocessor implementations of the proportional-integral-derivative (PID) controller using two technologies: 1) field programmable gate array (FPGA)-based multiprocessor system-on-chip (MPSoC); and 2) multicore microcontrollers (MCUs). Techniques to implement a parallelized PID controller, a multi-PID controller, and a self-tuning PID controller are proposed. These techniques are verified using hardware (HW) in the loop (HIL) simulations. Then, the paper presents a detailed case study of an embedded real-time (RT) self-tuning PID controller for a 1-degree-of-freedom (1-DOF) aerodynamical system. This includes controller design, parameters tuning, and implementation using a multiprocessor system. Results proved the effectiveness of the proposed techniques to improve performance and functionality. It is shown that customizing HW and software (SW) within MPSoCs provides higher RT performance. Moreover, using multicore MCUs can reduce design time, implementation time, and cost, while keeping adequate performance. Therefore, it is possible to realize and implement complex RT embedded controllers that employ advanced control algorithms in rapid, effective, and cost-efficient fashion.
Keywords :
field programmable gate arrays; microcontrollers; multiprocessing systems; system-on-chip; three-term control; FPGA; HIL simulations; MCU; MPSoC; embedded PID control; field programmable gate array; hardware in the loop; multicore microcontrollers; multiprocessor implementations; multiprocessor system-on-chip; proportional-integral-derivative controller; Algorithm design and analysis; Field programmable gate arrays; Fuzzy logic; Multicore processing; Multiprocessing systems; PD control; 1-Degree-of-freedom (DOF) helicopter; Evolutionary optimization algorithms; PID control; field programmable gate array (FPGA); fuzzy logic (FL) tuning; hardware in the loop (HIL) simulation; multicore microcontroller (MCU); multiprocessor systems-on-a-chip (MPSoC);
fLanguage :
English
Journal_Title :
Industrial Informatics, IEEE Transactions on
Publisher :
ieee
ISSN :
1551-3203
Type :
jour
DOI :
10.1109/TII.2014.2355036
Filename :
6893039
Link To Document :
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