Implementation of control algorithms in field programmable gate arrays

被引:0
|
作者
Petko, Maciej [1 ]
Karpiel, Grzegorz [1 ]
机构
[1] AGH Univ Sci & Technol, Dept Robot & Mechatron, Al Mickiewicza 30, PL-30059 Krakow, Poland
关键词
D O I
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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, and semi-automatic implementation of custom components in FPGA. 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.
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页码:204 / +
页数:2
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