A common trend in robotic manipulation is to build compliant hands that can exploit environmental constraints to perform robust grasps. However, in large-scale industrial applications, end-effectors are mostly rigid. How can we exploit environmental constraints using rigid industrial grippers? We propose to add compliance to the environment, thanks to a soft modular pneumatic surface: the SoftPad. Pressure sensors connected to its modules allow to estimate the object pose and center of mass and to detect the contact between the gripper and the SoftPad during a grasping task. A new grasp strategy that exploits such information for top-grasping objects, without using cameras or force sensors, is presented. It has been tested with objects having a wide range of sizes, shapes, and weights. The SoftPad design can easily be adapted to the set of objects that are used in a certain application.
Gaudeni, C., Pozzi, M., Iqbal, Z., Malvezzi, M., Prattichizzo, D. (2020). Grasping with the SoftPad, a Soft Sensorized Surface for Exploiting Environmental Constraints with Rigid Grippers. IEEE ROBOTICS AND AUTOMATION LETTERS, 5(3), 3884-3891 [10.1109/LRA.2020.2983675].
Grasping with the SoftPad, a Soft Sensorized Surface for Exploiting Environmental Constraints with Rigid Grippers
Gaudeni, C.
;Pozzi, M.;Iqbal, Z.;Malvezzi, M.;Prattichizzo, D.
2020-01-01
Abstract
A common trend in robotic manipulation is to build compliant hands that can exploit environmental constraints to perform robust grasps. However, in large-scale industrial applications, end-effectors are mostly rigid. How can we exploit environmental constraints using rigid industrial grippers? We propose to add compliance to the environment, thanks to a soft modular pneumatic surface: the SoftPad. Pressure sensors connected to its modules allow to estimate the object pose and center of mass and to detect the contact between the gripper and the SoftPad during a grasping task. A new grasp strategy that exploits such information for top-grasping objects, without using cameras or force sensors, is presented. It has been tested with objects having a wide range of sizes, shapes, and weights. The SoftPad design can easily be adapted to the set of objects that are used in a certain application.File | Dimensione | Formato | |
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https://hdl.handle.net/11365/1111590