DocumentCode :
2751568
Title :
Implementation of Control Algorithms in a System-on-a-Programmable-Chip
Author :
Petko, Maciej ; Karpiel, Grzegorz
Author_Institution :
Dept. of Robotics & Machine Dynamics, AGH Univ. of Sci. & Technol., Krakow
fYear :
2006
fDate :
3-5 July 2006
Firstpage :
306
Lastpage :
311
Abstract :
The paper presents problems related to implementation of control algorithms in FPGA. Proposed solution is based on system-on-programmable-chip architecture with soft-processor that allows for mixed, hardware/software implementation and exploration of possible control algorithm realizations. The case study is a neural controller for 3-DOF parallel robot for milling. The controller is based on neural model of the inverse dynamics of the manipulator, trained on data collected with the use of a computed torque stabilizing controller. For comparison, both controllers were implemented in a system of the same architecture
Keywords :
field programmable gate arrays; manipulator dynamics; neurocontrollers; system-on-chip; 3-DOF parallel robot; FPGA; control algorithms; hardware/software implementation; manipulator dynamics; milling; neural controller; soft-processor; system-on-a-programmable-chip; Computer architecture; Control systems; Field programmable gate arrays; Hardware; Inverse problems; Manipulator dynamics; Milling; Parallel robots; Software algorithms; Torque control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics, 2006 IEEE International Conference on
Conference_Location :
Budapest
Print_ISBN :
0-7803-9712-6
Electronic_ISBN :
0-7803-9713-4
Type :
conf
DOI :
10.1109/ICMECH.2006.252544
Filename :
4018379
Link To Document :
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