Foto del docente

Roberto Meattini

Junior assistant professor (fixed-term)

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/04 Systems and Control Engineering

Publications

Chiaravalli D.; Caporali A.; Friz A.; Meattini R.; Palli G., A Vision-based Shared Autonomy Framework for Deformable Linear Objects Manipulation, in: 2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, 2023-June, pp. 733 - 738 (atti di: IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), Seattle, WA, USA, 28-30 June 2023) [Contribution to conference proceedings]

Meattini, Roberto; Suarez, Raul; Palli, Gianluca; Melchiorri, Claudio, Human to Robot Hand Motion Mapping Methods: Review and Classification, «IEEE TRANSACTIONS ON ROBOTICS», 2023, 0, Article number: 9896989 , pp. 1 - 20 [Scientific article]Open Access

Biagiotti, L; Meattini, R; Chiaravalli, D; Palli, G; Melchiorri, C, Robot Programming by Demonstration: Trajectory Learning Enhanced by sEMG-Based User Hand Stiffness Estimation, «IEEE TRANSACTIONS ON ROBOTICS», 2023, 39, Article number: 10099028 , pp. 3259 - 3278 [Scientific article]Open Access

Meattini R.; Caporali A.; Bernardini A.; Palli G.; Melchiorri C., Self-Supervised Regression of sEMG Signals Combining Non-Negative Matrix Factorization With Deep Neural Networks for Robot Hand Multiple Grasping Motion Control, «IEEE ROBOTICS AND AUTOMATION LETTERS», 2023, 8, Article number: 10305264 , pp. 8533 - 8540 [Scientific article]Open Access

Bernardini A.; Meattini R.; Palli G.; Melchiorri C., Simulative and Experimental Evaluation of a Soft-DTW Neural Network for sEMG-Based Robotic Grasping, in: Springer Proceedings in Advanced Robotics, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Nature, 2023, pp. 205 - 217 (SPRINGER PROCEEDINGS IN ADVANCED ROBOTICS) [Chapter or essay]

Brusamento D.; Gigli A.; Meattini R.; Melchiorri C.; Castellini C., Closed-Loop Acquisition of Training Data Improves Myocontrol of a Prosthetic Hand, in: Converging Clinical and Engineering Research on Neurorehabilitation IV Proceedings of the 5th International Conference on Neurorehabilitation (ICNR2020), October 13–16, 2020, Springer Science and Business Media Deutschland GmbH, 2022, 28, pp. 421 - 425 (atti di: ICNR: International Conference on NeuroRehabilitation, Vigo, 13/10/2020) [Contribution to conference proceedings]

Meattini, Roberto; Chiaravalli, Davide; Galassi, Kevin; Palli, Gianluca; Melchiorri, Claudio, Experimental Evaluation Of Intuitive Programming Of Robot Interaction Behaviour During Kinesthetic Teaching Using sEMG And Cutaneous Feedback, in: IFAC-PapersOnLine, Volume 55, Issue 38, 2022, Pages 1-6, 2022, 55, pp. 1 - 6 (atti di: 13th IFAC Symposium on Robot Control SYROCO 2022, Online, 17-20 October 2022) [Contribution to conference proceedings]

Gianluca Palli, Claudio Melchiorri, Roberto Meattini, Human-Friendly Robotics 2021, Berlin, Springer Cham, 2022, pp. 138 (SPRINGER PROCEEDINGS IN ADVANCED ROBOTICS). [Editorship]

Meattini R.; Chiaravalli D.; Palli G.; Melchiorri C., Mapping Finger Motions on Anthropomorphic Robotic Hands: Two Realizations of a Hybrid Joint-Cartesian Approach Based on Spatial In-Hand Information, in: Springer Proceedings in Advanced Robotics, New York, Springer Nature, 2022, pp. 77 - 89 (SPRINGER PROCEEDINGS IN ADVANCED ROBOTICS) [Chapter or essay]

Meattini, R; Bernardini, A; Palli, G; Melchiorri, C, sEMG-Based Minimally Supervised Regression Using Soft-DTW Neural Networks for Robot Hand Grasping Control, «IEEE ROBOTICS AND AUTOMATION LETTERS», 2022, 7, Article number: 9837405 , pp. 10144 - 10151 [Scientific article]Open Access

Meattini R.; Chiaravalli D.; Palli G.; Melchiorri C., Simulative Evaluation of a Joint-Cartesian Hybrid Motion Mapping for Robot Hands Based on Spatial In-Hand Information, «FRONTIERS IN ROBOTICS AND AI», 2022, 9, Article number: 878364 , pp. 1 - 12 [Scientific article]Open Access

Meattini R.; Chiaravalli D.; Biagiotti L.; Palli G.; Melchiorri C., Combining Unsupervised Muscle Co-Contraction Estimation with Bio-Feedback Allows Augmented Kinesthetic Teaching, «IEEE ROBOTICS AND AUTOMATION LETTERS», 2021, 6, Article number: 9464704 , pp. 6180 - 6187 [Scientific article]Open Access

Meattini R.; Chiaravalli D.; Palli G.; Melchiorri C., Exploiting In-Hand Knowledge in Hybrid Joint-Cartesian Mapping for Anthropomorphic Robotic Hands, «IEEE ROBOTICS AND AUTOMATION LETTERS», 2021, 6, Article number: 9427064 , pp. 5517 - 5524 [Scientific article]Open Access

Meattini, Roberto; Chiaravalli, Davide; Hosseini, Mohssen; Palli, Gianluca; Paik, Jamie; Melchiorri, Claudio, Robotic Muscular Assistance-As-Needed for Physical and Training/Rehabilitation Tasks: Design and Experimental Validation of a Closed-Loop Myoelectric Control in Grounded and Wearable Applications, in: Human-Friendly Robotics 2020, Berlin, Springer Nature, 2021, pp. 16 - 30 (SPRINGER PROCEEDINGS IN ADVANCED ROBOTICS) [Chapter or essay]Open Access

Zanghieri M.; Benatti S.; Burrello A.; Kartsch Morinigo V.J.; Meattini R.; Palli G.; Melchiorri C.; Benini L., SEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller, in: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 6 (atti di: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, esp, 2021) [Contribution to conference proceedings]Open Access

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