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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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As the flagship magazine of the IEEE Robotics and Automation Society, IEEE Robotics and Automation Magazine (RAM) covers the latest developments in robotics and automation. Its scope ranges from cutting-edge technological advances to emerging social, economic, ethical, and policy issues shaping the field.  Published quarterly (March, June, September, and December), RAM features both high-impact original research articles written in an engaging and accessible style, as well as reviews, columns and opinion pieces addressing a wide range of timely topics.

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