4.3 Article

Two-dimensional long-period fiber grating sensor for touch applications

Journal

MICROWAVE AND OPTICAL TECHNOLOGY LETTERS
Volume 63, Issue 2, Pages 647-652

Publisher

WILEY
DOI: 10.1002/mop.32599

Keywords

artificial neural networks; force sensing; long-period fiber grating; robotic manipulator

Funding

  1. Conselho Nacional de Desenvolvimento Cientifico e Tecnologico
  2. Coordenacao de Aperfeicoamento de Pessoal de Nivel Superior
  3. Instituto Nacional de Energia Eletrica
  4. Programa de Bolsas de Pos-Graduacao da Universidade Federal de Juiz de Fora
  5. Programa de Eduacao Tutorial Engenharia Eletrica UFJF
  6. Santo Antonio Energia

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A two-dimensional force sensor based on a single long-period fiber grating (LPG) is proposed for robotic manipulators grasping control. The force is measured on the fiber transverse section inducing birefringence, splitting the LPG resonant dip into two. By tracking these dips using polarized controlled light and processing the LPG spectra with artificial neural networks, the sensor can estimate an applied force with an error of 0.2148 N and 5.977 degrees.
In this study we present a two-dimensional force sensor based on a single long-period fiber grating (LPG) to be applied to robotic manipulators grasping control. The measuring force is applied to the fiber transverse section and this lateral compression induces birefringence on the fiber, which splits the LPG resonant dip into two. We track these dips using polarized controlled light and process the LPG spectra using artificial neural networks to determine the force intensity and direction. Finally, our single sensor proposal for 2D forces measurement can estimate an applied force with 0.2148 N and 5.977 deg. error.

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