Title :
A compact two DOF magneto-elastomeric force sensor for a running quadruped
Author :
Ananthanarayanan, Arvind ; Foong, Shaohui ; Kim, Sangbae
Author_Institution :
Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
This paper presents a novel design approach for a two-DOF foot force sensor for a high speed running quadruped. The adopted approach harnesses the deformation property of an elastomeric material to relate applied force to measurable deformation. A lightweight, robust and compact magnetic-field based sensing system, consisting of an assembly of miniature hall-effect sensors, is employed to infer the positional information of a magnet embedded in the elastomeric material. Instead of solving two non-linear models (magnetic field and elastomeric) sequentially, a direct approach of using artificial neural networks (ANN) is utilized to relate magnetic flux density (MFD) measurements to applied forces. The force sensor, which weighs only 24.5 gms, provides a measurement range of 0 - 1000 N normal to the ground and up to ± 125N parallel to the ground. The mean force measurement accuracy was found to be within 7% of the applied forces. The sensor designed as part of this work finds direct applications in ground reaction force sensing for a running quadrupedal robot.
Keywords :
deformation; density measurement; elastomers; force measurement; force sensors; legged locomotion; magnetic flux; neurocontrollers; artificial neural network; compact two DOF magneto-elastomeric force sensor; deformation property; design approach; elastomeric material; high speed running quadruped; magnetic flux density measurement; magnetic-field based sensing system; mean force measurement accuracy; measurable deformation; miniature hall-effect sensor; running quadrupedal robot; two-DOF foot force sensor; Aluminum; Artificial neural networks; Deformable models; Fabrication; Force; Force measurement; Torque;
Conference_Titel :
Robotics and Automation (ICRA), 2012 IEEE International Conference on
Conference_Location :
Saint Paul, MN
Print_ISBN :
978-1-4673-1403-9
Electronic_ISBN :
1050-4729
DOI :
10.1109/ICRA.2012.6225201