Fourier-Based Shape Servoing: A New Feedback Method to Actively Deform Soft Objects into Desired 2-D Image Contours

被引:100
作者
Navarro-Alarcon, David [1 ]
Liu, Yun-Hui [2 ]
机构
[1] Hong Kong Polytech Univ, Hong Kong, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Hong Kong, Hong Kong, Peoples R China
关键词
Adaptive control; robots manipulators; shape control; soft objects; visual servoing; MANIPULATION; MODEL;
D O I
10.1109/TRO.2017.2765333
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper addresses the design of a vision-based method to automatically deform soft objects into desired two-dimensional shapes with robot manipulators. The method presents an innovative feedback representation of the object's shape (based on a truncated Fourier series) and effectively exploits it to guide the soft object manipulation task. A new model calibration scheme that iteratively approximates a local deformation model from vision and motion sensory feedback is derived; this estimation method allows us to manipulate objects with unknown deformation properties. Pseudocode algorithms are presented to facilitate the implementation of the controller. Numerical simulations and experiments are reported to validate this new approach.
引用
收藏
页码:272 / 279
页数:8
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