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A Tactile Sensor Decoupling Process

delete2018-10-18
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徐玉芸 cover
徐玉芸 (Yuyun Xu)
X
Xuekun Zhuang
G
Guangyu Hu
H
Hongqing Pan
F
Feng Shuang *
DOI:10.3390/s18103515delete
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Abstract

Abstract

En 中文
An improved hybrid homotopy method is proposed to decouple the multi-input model of tactile sensors. The time-embedded homotopy algorithm is proved to be very suitable for solving the problem. Three tracking factors that control the efficiency of the algorithm are studied: tracking operator, stepsize, and accuracy. Trust region methods are applied to track the zero paths instead of the traditional differential algorithm, and a periodic sampling method is proposed to improve the efficiency of the algorithm. Numerical experiments show that both the robustness and accuracy have received a huge boost after the hybrid algorithm is applied.
Keywords:
homotopy
tactile sensors
trust-region dogleg
decoupling process
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Journal

Sensors cover
Sensors
IF:
3.5
Papers:
7.1W
Citations:
20.9W

Organization

C
chinese academy of sciences
Scholars:
56.5W
Papers: 44.9W
Citations: 704