Custom soft robotic gripper sensor skins for haptic object visualization

Robots are becoming increasingly prevalent in our society in forms where they are assisting or interacting with humans in a variety of environments, and thus they must have the ability to sense and detect objects by touch. An ongoing challenge for soft robots has been incorporating flexible sensors that can recognize complex motions and close the loop for tactile sensing. We present sensor skins that enable haptic object visualization when integrated on a soft robotic gripper that can twist an object. First, we investigate how the design of the actuator modules impact bend angle and motion. Each soft finger is molded using a silicone elastomer, and consists of three pneumatic chambers which can be inflated independently to achieve a range of complex motions. Three fingers are combined to form a soft robotic gripper. Then, we manufacture and attach modular, flexible sensory skins on each finger to measure deformation and contact. These sensor measurements are used in conjunction with an analytical model to construct 2D and 3D tactile object models. Our results are a step towards soft robot grippers capable of a complex range of motions and proprioception, which will help future robots better understand the environments with which they interact, and has the potential to increase physical safety in human-robot interaction. Please see the accompanying video for additional details.

[1]  D. Rus,et al.  Design, fabrication and control of soft robots , 2015, Nature.

[2]  Aaron M. Dollar,et al.  On dexterity and dexterous manipulation , 2011, 2011 15th International Conference on Advanced Robotics (ICAR).

[3]  Cecilia Laschi,et al.  Soft robotics: a bioinspired evolution in robotics. , 2013, Trends in biotechnology.

[4]  Kaspar Althoefer,et al.  Bio-inspired tactile sensor sleeve for surgical soft manipulators , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

[5]  Evelyn J. Park,et al.  The Soft Robotics Toolkit: Shared Resources for Research and Design , 2014 .

[6]  Daniel M. Vogt,et al.  Embedded 3D Printing of Strain Sensors within Highly Stretchable Elastomers , 2014, Advanced materials.

[7]  Mahmood Karimi,et al.  3D printed soft actuators for a legged robot capable of navigating unstructured terrain , 2017, 2017 IEEE International Conference on Robotics and Automation (ICRA).

[8]  R. Adam Bilodeau,et al.  Monolithic fabrication of sensors and actuators in a soft robotic gripper , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[9]  Huichan Zhao,et al.  Flexible and stretchable sensors for fluidic elastomer actuated soft robots , 2017 .

[10]  Robert J. Wood,et al.  Soft robotic glove for combined assistance and at-home rehabilitation , 2015, Robotics Auton. Syst..

[11]  P HollandDónal,et al.  The Soft Robotics Toolkit: Shared Resources for Research and Design , 2014 .

[12]  Daniela Rus,et al.  A Recipe for Soft Fluidic Elastomer Robots , 2015, Soft robotics.

[13]  Oliver Brock,et al.  A novel type of compliant and underactuated robotic hand for dexterous grasping , 2016, Int. J. Robotics Res..

[14]  Helge Ritter,et al.  Hands, Dexterity, and the Brain , 2015 .

[15]  Sanlin S. Robinson,et al.  Poroelastic Foams for Simple Fabrication of Complex Soft Robots , 2015, Advanced materials.

[16]  H. Tanaka,et al.  Applying a flexible microactuator to robotic mechanisms , 1992, IEEE Control Systems.

[17]  Arianna Menciassi,et al.  New STIFF-FLOP module construction idea for improved actuation and sensing , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[18]  Allison M. Okamura,et al.  Haptic exploration of objects with rolling and sliding , 1997, Proceedings of International Conference on Robotics and Automation.

[19]  Kaspar Althoefer,et al.  Tactile sensing for dexterous in-hand manipulation in robotics-A review , 2011 .

[20]  Heinz Wörn,et al.  Haptic object recognition using passive joints and haptic key features , 2010, 2010 IEEE International Conference on Robotics and Automation.

[21]  Veronica J. Santos,et al.  Haptic exploration of fingertip-sized geometric features using a multimodal tactile sensor , 2014, Sensing Technologies + Applications.

[22]  Jin-Woo Choi,et al.  Patterning conductive PDMS nanocomposite in an elastomer using microcontact printing , 2009 .

[23]  Luciano da Fontoura Costa,et al.  Shape Analysis and Classification: Theory and Practice , 2000 .

[24]  Mehmet Remzi Dogar,et al.  Haptic identification of objects using a modular soft robotic gripper , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[25]  Kevin O'Brien,et al.  Optoelectronically innervated soft prosthetic hand via stretchable optical waveguides , 2016, Science Robotics.

[26]  Aaron M. Dollar,et al.  Single-Grasp Object Classification and Feature Extraction with Simple Robot Hands and Tactile Sensors , 2016, IEEE Transactions on Haptics.

[27]  Matteo Cianchetti,et al.  Soft robotics: Technologies and systems pushing the boundaries of robot abilities , 2016, Science Robotics.

[28]  Katsu Yamane,et al.  3D printed soft skin for safe human-robot interaction , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[29]  Nikolaus Correll,et al.  A soft pneumatic actuator that can sense grasp and touch , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[30]  Jamie Kyujin Paik,et al.  Soft Pneumatic Actuator Skin with Piezoelectric Sensors for Vibrotactile Feedback , 2016, Front. Robot. AI.