Soft, Stiffness-Controllable Sensing Tip for On-Demand Force Range Adjustment With Angled Force Direction Identification

نویسندگان

چکیده

Force sensors are essential for measuring and controlling robot-object interactions. However, current force have limited usability in applications such as grasping palpation, where the range of angled forces changes between tasks. To address this limitation paper proposes a novel optical-based soft-tipped sensor capable adjusting its sensitivity through pneumatic modulation. This research describes sensor’s design examines relationship internal pressure sensing range, sensitivity, single-axis force-sensing accuracy, capability angle magnitude non-normal forces. Results indicate that by increasing sensor, can be increased decreased. These results demonstrate measure normal reliably at each using 4th order fits with root-mean-square error (RMSE)? [0.032 N 0.110 N]. Finally, it is also demonstrated neural network, RMSEs on trained variables 0.0120 Rad Y-angle (?Y) measurements, 0.0109 X-angle (?X) 0.102 measurements.

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ژورنال

عنوان ژورنال: IEEE Sensors Journal

سال: 2022

ISSN: ['1558-1748', '1530-437X']

DOI: https://doi.org/10.1109/jsen.2022.3161794