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Contact Shape and Pose Recognition

January 31, 2023 by Ziwei Xia

Soft magnetic tactile sensors have been gradually applied to robotic systems due to their low-cost and simple fabrication. The previous soft magnetic tactile sensor was developed for tactile features of a single point (i.e., force/location) estimation and proved the feasibility by experiments. However, extracting tactile features of a surface (i.e., contact shape) by magnetic sensors remains a challenge, which limits the application. In this article, a soft magnetic tactile sensor that can extract contact surface shape and pose features is fabricated, and a multipole magnetization method is developed to improve the performance of the tactile sensor.

For more about this article see link below.

https://ieeexplore.ieee.org/document/9932645

For the open access PDF link of this article please click here.

Filed Under: Past Features Tagged With: Data mining, Feature extraction, Magnetic field measurement, Magnetic flux, Magnetic sensors, Magnetization, Sensor arrays, Sensors, Soft robotics, Tactile sensors

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IEEE Robotics & Automation Magazine (RAM) has over 14,000 readers who are the people who drive this remarkable technology. More than half work in basic research and many of the others are top level engineers and decision-makers in industry.  This magazine highlights new concepts in Robotics and Automation that are applied to real-world systems. It delivers tutorial and survey papers by distinguished experts in the field, organizes focused special issues on hot topics, and provides a forum for disseminating and discussing emerging trends, novel achievements, and selected news relevant to the development of the whole community active in these fields worldwide.

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IEEE Robotics & Automation Magazine  publishes four issues per year: March, June, September and December.