Planning of Curvature-Optimal Smooth Paths for Industrial Robots Using Neural Networks

2021 4th International Conference on Artificial Intelligence for Industries (AI4I)(2021)

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摘要
The use of industrial robots plays an increasingly important role in today’s production technology. Many fabrication processes like milling or gluing have high demands on accuracy and path smoothness to ensure good path tracking. Yet, industrial robot paths in cartesian space mainly consist of a sequence of linear and circular movements and hence show velocity and acceleration discontinuities in t...
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关键词
Geometry,Productivity,Smoothing methods,Service robots,Tracking,Neural networks,Supervised learning
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