@conference {3746, title = {Preliminary Results Toward Continuous and Proportional Control of a Multi-synergistic Soft Prosthetic Hand}, booktitle = {International Conference on NeuroRehabilitation}, year = {2018}, doi = {https://doi.org/10.1007/978-3-030-01845-0_15}, author = {C. Piazza and M. G. Catalano and A. Bicchi and L. Hargrove} } @conference {3390, title = {Parametric Trajectory Libraries for Online Motion Planning with Application to Soft Robots}, booktitle = {18th International Symposium on Robotics Research}, year = {2017}, abstract = {

In this paper we propose a method for online motion planning of constrained nonlinear systems. The method consists of three steps: the offline generation of a library of parametric trajectories via direct trajectory optimization, the online search in the library for the best candidate solution to the optimal control problem we aim to solve, and the online refinement of this trajectory. The last phase of this process takes advantage of a sensitivity-like analysis and guarantees to comply with the first-order approximation of the constraints even in case of active set changes. Efficiency of the trajectory generation process is discussed and a valid strategy to minimize online computations is proposed; together with this, an effective procedure for searching the candidate trajectory is also presented. As a case study, we examine optimal control of a planar soft manipulator performing a pick-and-place task: through simulations and experiments, we show how crucial online computation times are to achieve considerable energy savings in the presence of variability of the task to perform.

}, author = {T. Marcucci and M. Garabini and Gasparri, G. M. and Alessio Artoni and M Gabiccini and A. Bicchi} } @article {3216, title = {Postural Hand Synergies during Environmental Constraint Exploitation}, journal = {Fronters in Neurorobotics}, year = {2017}, month = {08/2017}, abstract = {

Humans are able to intuitively exploit the shape of an object and environmental constraints to achieve stable grasps and perform dexterous manipulations. In doing that, a vast range of kinematic strategies can be observed. However, in this work we formulate the hypothesis that such ability can be described in terms of a synergistic behavior in the generation of hand postures, i.e., using a reduced set of commonly used kinematic patterns. This is in analogy with previous studies showing the presence of such behavior in different tasks, such as grasping. We investigated this hypothesis in experiments performed by six subjects, who were asked to grasp objects from a flat surface. We quantitatively characterized hand posture behavior from a kinematic perspective, i.e., the hand joint angles, in both pre-shaping and during the interaction with the environment. To determine the role of tactile feedback, we repeated the same experiments but with subjects wearing a rigid shell on the fingertips to reduce cutaneous afferent inputs. Results show the persistence of at least two postural synergies in all the considered experimental conditions and phases. Tactile impairment does not alter significantly the first two synergies, and contact with the environment generates a change only for higher order Principal Components. A good match also arises between the first synergy found in our analysis and the first synergy of grasping as quantified by previous work. The present study is motivated by the interest of learning from the human example, extracting lessons that can be applied in robot design and control. Thus, we conclude with a discussion on implications for robotics of our findings.

}, keywords = {Haptics, Robotics}, doi = {https://doi.org/10.3389/fnbot.2017.00041}, url = {https://www.frontiersin.org/articles/10.3389/fnbot.2017.00041/full}, author = {C. Della Santina and M. Bianchi and G. Averta and S. Ciotti and V. Arapi and S. Fani and E. Battaglia and M. G. Catalano and M. Santello and A. Bicchi} } @conference {3215, title = {Preliminary results toward a naturally controlled multi-synergistic prosthetic hand}, booktitle = {International Conference on Rehabilitation Robotics (ICORR)}, year = {2017}, abstract = {

Robotic hands embedding human motor control principles in their mechanical design are getting increasing interest thanks to their simplicity and robustness, combined with good performance. Another key aspect of these hands is that humans can use them very effectively thanks to the similarity of their behavior with real hands. Nevertheless, controlling more than one degree of actuation remains a challenging task. In this paper, we take advantage of these characteristics in a multi-synergistic prosthesis. We propose an integrated setup composed of Pisa/IIT SoftHand 2 and a control strategy which simultaneously and proportionally maps the human hand movements to the robotic hand. The control technique is based on a combination of non-negative matrix factorization and linear regression algorithms. It also features a real-time continuous posture compensation of the electromyographic signals based on an IMU. The algorithm is tested on five healthy subjects through an experiment in a virtual environment. In a separate experiment, the efficacy of the posture compensation strategy is evaluated on five healthy subjects and, finally, the whole setup is successfully tested in performing realistic daily life activities.

}, keywords = {Robotics}, isbn = {978-1-5386-2296-4}, doi = {10.1109/ICORR.2017.8009437}, url = {http://ieeexplore.ieee.org/abstract/document/8009437/}, author = {M. Rossi and C. Della Santina and C. Piazza and G. Grioli and M. G. Catalano and A. Bicchi} } @conference {2478, title = {Potential merits for space robotics from novel concepts of actuation for soft robotics}, booktitle = {Advanced Space Technologies for Robotics and Automation (ASTRA) }, year = {2015}, address = {Noordwijk, The Netherlands May 11-13, 2015}, keywords = {Robotics}, author = {G. Mathijssen and S. Terryn and R. Funemont and M. Garabini and M. G. Catalano and G. Grioli and D. Lefeber and A. Bicchi and B. Vanderborght} } @conference {2120, title = {The Patched Intrinsic Tactile Object: a Tool to Investigate Human Grasps}, booktitle = {Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS 2014)}, year = {2014}, pages = {1261 - 1268}, address = {Chicago, USA}, abstract = {

In this paper we report on the development of a modular multi-DoF F/T sensor and its use in the implementation of a sensorized object capable of multi-touch detection. The sensor is composed of six 6-axis F/T sensors spatially organized on the faces of a cube. Different calibration methods are presented to directly tackle the coupling phenomena inherent to the spatial organization of the faces and the lightweight construction of the sensor which would have, otherwise, degraded its accuracy. To assess the performances of the calibration methods, a comparison is reported with respect to the measurements obtained with a commercial force/torque sensor considered as ground truth (ATI Delta). Thanks to the modular design and the possibility to cover the sensitive faces with surface patches of different geometry, a variety of sensorized objects with different shapes can be realized. The peculiar feature that all the components of the contact wrench can be measured on each face with high accuracy, renders it a unique tool in the study of grasp force distribution in humans, with envisioned use both in neuroscience investigations and robotic applications.

}, keywords = {Haptics, Robotics}, doi = {10.1109/IROS.2014.6942719}, author = {A. Serio and E. Riccomini and V. Tartaglia and I. Sarakoglou and M Gabiccini and N G Tsagarakis and A. Bicchi} } @article {2153, title = {Peripheral Machine Interfaces: going beyond traditional surface electromyography}, journal = {Frontiers in Neurorobotics}, volume = {8}, year = {2014}, month = {08/2014}, pages = {1 - 17}, keywords = {Robotics}, doi = {10.3389/fnbot.2014.00022}, author = {C. Castellini and P. Artemiadis and M. Wininger and A. Ajoudani and M. Alimusaj and A. Bicchi and B. Caputo and W. Craelius and S. Dosen and K. Englehart and D. Farina and A. Gijsberts and S. B. Godfrey and L. Hargrove and M. Ison and T. Kuiken and M. Markovic and P. M. Pilarski and R. Rupp and E. Scheme} } @conference {1583, title = {Packet-based dynamic control for nonlinear networked systems}, booktitle = {IEEE International Conference on Decision and Control (CDC2013)}, year = {2013}, pages = {6597,6603}, address = {Florence, Italy}, keywords = {Embedded Control, Robotics}, doi = {10.1109/CDC.2013.6760933}, author = {S. Falasca and M. Gamba and L. Greco and A. Chaillet and A. Bicchi} } @conference {1582, title = {Packet-Based Dynamic Control of a Furuta Pendulum over Ethernet}, booktitle = {Mediterranean Conference on Control and Automation (MED {\textquoteright}13)}, year = {2013}, month = {25-28 June 2013 }, pages = {464 - 470}, address = {Platanias-Chania, Crete, Greece}, abstract = {

This paper presents experimental results of the application of Packet-Based Control approach with dynamic controller on a real plant: the Furuta Pendulum. Despite its easiness of realization, Furuta Pendulum presents some features useful for our purposes, such as pretty non-linear dynamics, unstable equilibrium point and heavy dynamical inaccuracies. The network communication channel has been implemented using an Ethernet network. Packet-Based controller has been tested and compared with a classic local controller for different time-varying actuation delays. Results obtained corroborate the validity of the proposed architecture and highlight the robustness of this approach in the presence of actuation delays.

}, keywords = {Embedded Control, Robotics}, issn = {978-1-4799-0995-7}, doi = {10.1109/MED.2013.6608763}, url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=\&arnumber=6608763\&queryText\%3Dfalasca+gamba}, author = {T. Fabbri and D. Fenucci and S. Falasca and M. Gamba and A. Bicchi} } @conference {MGCGBB12, title = {Passive impedance control of a Qboid multi-DOF VSA-CubeBot manipulator}, booktitle = {International Conference of Robotics and Automation - ICRA 2012}, year = {2012}, month = {May 14 - 18}, pages = {3335 - 3340 }, address = {Saint Paul, MN, USA}, keywords = {Robotics}, doi = {10.1109/ICRA.2012.6225082 }, author = {M. Mancini and G. Grioli and M. G. Catalano and M. Garabini and F. Bonomo and A. Bicchi} } @conference {RMSBR08, title = {A Permanent Magnets Exciter for MRFs-based Haptic Interfaces}, booktitle = {IEEE Conference on Electromagnetic Field Computation}, year = {2008}, address = {Atene}, keywords = {Haptics}, author = {R. Rizzo and A. Musolino and E. P. Scilingo and A. Bicchi and M. Raugi} } @conference {AMC08, title = {Physical Human-Robot Interaction: Dependability, Safety, and Performance}, booktitle = {Proc. 10th Intl. Workshop Advanced Motion Control}, year = {2008}, pages = {9-14}, abstract = {

In this paper we discuss the problem of achieving good performance in accuracy and promptness by a robot manipulator under the condition that safety is guaranteed throughout task execution. Intuitively, while a rigid and powerful structure of the arm would favor its performance, lightweight compliant structures are more suitable for safe operation. The quantitative analysis of the resulting design trade-off between safety and performance has a strong impact on how robot mechanisms and controllers should be designed for human-interactive applications. We discuss few different possible concepts for safely actuating joints, and focus on aspects related to the implementation of the mechanics and control of this new class of robots.

}, keywords = {Embedded Control, Physical Human-Robot Interaction (pHRI), Robotics}, author = {A. Bicchi and M. Bavaro and G. Boccadamo and D. De Carli and R. Filippini and G. Grioli and M. Piccigallo and A. Rosi and R. Schiavi and S. Sen and G. Tonietti} } @conference {PSFB07-ACC, title = {Probabilistic verification of decentralized multi-agent control strategies: a case study in conflict avoidance}, booktitle = {American Control Conference (ACC)}, year = {2007}, pages = {170-175}, abstract = {

Many challenging verification problems arise from complex hybrid automata that model decentralized control systems. As an example, we will consider decentralized policies that steer multiple vehicles in a shared environment: properties of safety and liveness, such as collision avoidance and ultimate convergence of all vehicles to their goals, must be verified. To formally verify the behavior of proposed policies, it is desired to identify the broadest class of start and goal configurations, such that safety and liveness would be guaranteed. Simple conditions are proposed to identify such a class: ideally, a formal proof that such conditions are necessary and sufficient for safety and liveness is requested. Unfortunately, in decentralized control frameworks classical approaches are difficult to apply. Hence, probabilistic verification method can be applied to quantify the accuracy and the confidence of the veridicity of the desired predicate. The probabilistic verification method is applied to a recently proposed cooperative and completely decentralized collision avoidance policy for non-holonomic vehicles.

}, keywords = {Embedded Control, Robotics}, author = {L. Pallottino and A. Bicchi and E. Frazzoli} } @conference {PB06, title = {Practical stabilization of LTI SISO systems under assigned Input and Output quantization}, year = {2006}, note = {

ADHS{\textquoteright}06

}, month = {July}, pages = {353-358}, abstract = {

This work is concerned with the practical stabilization of discrete{\textendash}time SISO linear systems under assigned quantization of the input and output spaces. A controller is designed which guarantees effective practical stability properties. Unlike most of the existing literature, quantization is supposed to be a problem datum rather than a degree of freedom in design. Moreover, in the framework of control under assigned quantization, results are concerned with state quantization only and do not include the quantized output feedback case considered here. While standard stability analysis techniques are based on Lyapunov theory and invariant ellipsoids, our study of the closed loop dynamics involves a particularly suitable family of sets, which are hypercubes in controller form coordinates.

}, keywords = {Embedded Control, Robotics}, author = {B. Picasso and A. Bicchi} } @conference {PSFB06, title = {Probabilistic verification of a decentralized policy for conflict resolution in multi-agent systems}, booktitle = {Proc. IEEE Int. Conf. on Robotics and Automation}, year = {2006}, note = {

Correct version

}, pages = {2448-2453}, abstract = {

In this paper, we consider a decentralized cooperative control policy proposed recently for steering multiple non-holonomic vehicles between assigned start and goal configurations while avoiding collisions. The policy is known to ensure safety (i.e., collision avoidance) for an arbitrarily large number of vehicles, if initial configurations satisfy certain conditions. The method is highly scalable, and effective solutions can be obtained for several tens of autonomous agents. On the other hand, the liveness property of the policy, i.e. the capability of negotiating a solution in finite time, is not yet completely understood. In this paper, we introduce a condition on the final vehicle configurations, which we conjecture to be sufficient for guaranteeing liveness. Because of the overwhelming complexity of proving the sufficiency of such condition, we assess the correctness of the conjecture in probability through the analysis of the results of a large number of randomized experiments.

}, keywords = {Embedded Control, Robotics}, author = {L. Pallottino and V. G. Scordio and E. Frazzoli and A. Bicchi} } @article {BSB04, title = {Path-Following with a Bounded-Curvature Vehicle: a Hybrid Control Approach}, journal = {International Journal of Control}, volume = {78}, number = {15}, year = {2005}, month = {October}, pages = {1228-1247}, abstract = {

In this paper, we consider the problem of stabilizing the kinematic model of a car to a path in the plane under rather general conditions. The path is subject to very mild restrictions, while the car model, although rather simplified, contains the most relevant limitations inherent in wheeled robots kinematics. Namely, the car can only move forward, its steering radius is lower bounded and a limited sensory information only provides a partial knowledge of some state parameters. In particular, we consider the case that the current distance and the heading angle error with respect to the closest point on the reference path can be measured but only the sign of the path curvature is detected. These constraints are such to make classical control techniques inefficient. As the feedback information is both continuous and discrete, the hybrid systems formalism turns out to be well appropriate to model the problem. The proposed approach is based on optimal control techniques successfully applied in a previous work for following rectilinear path. We propose here an extension to the tracking of more general paths with moderate curvature. The stability of the closed-loop system is proved by means of the hybrid system formalism and hybrid formal verification techniques. Finally, the practicality of the proposed approach, in spite of non{\textendash}idealities in real-world applications, is discussed by reporting experimental results.

}, keywords = {Embedded Control, Robotics}, author = {A. Balluchi and A. Bicchi and P. Sou{\`e}res} } @conference {BDSS-WH05, title = {Perceptual Bias in Tactile Flow}, booktitle = {Proc. First World Haptics Conference}, year = {2005}, pages = {17-20}, abstract = {

In this paper we report on results of a psychophysical experiment in which the optic illusion of Ouchi is reproduced in the tactile domain. In the vision field, when eyes scan over a texture grid, consisting in two rectangular checkerboard patterns oriented in orthogonal directions, the inset pattern appears to move relatively to the surrounding grid. A simplified 3D version of this pattern was realized and a group of subjects were asked to touch it while it was vibrating. Outcomes of this experiment are discussed in terms of tactile flow and the related aperture problem.

}, keywords = {Haptics}, author = {A. Bicchi and D. Dente and E. P. Scilingo and N. Sgambelluri} } @conference {IARP05, title = {Physical Human-Robot Interaction in Anthropic Domains: Safety and Dependability}, booktitle = {Proc. 4th IARP/IEEE-EURON Workshop on Technical Challenges for Dependable Robots in Human Environments}, year = {2005}, abstract = {

In this paper we describe the motivations and the aim ofthe EURON-2 research project {\textquoteleft}{\textquoteleft}\underline{P}hysical \underline{H}uman-\underline{R}obot \underline{I}nteraction in Anthropic \underline{Dom}ains{\textquoteright}{\textquoteright} (PRHIDOM). This project, which moves along the lines indicated by the 1$^{st}$ IARP/IEEE-RAS Workshop on Technical Challenge for Dependable Robots in Human Environments \cite{iarp01}, is about {\textquoteleft}{\textquoteleft}charting{\textquoteright}{\textquoteright} the new {\textquoteleft}{\textquoteleft}territory{\textquoteright}{\textquoteright} of physical Human-Robot Interaction (pHRI). To ensure these goals, the integration competences in control, robotics, design and realization of mechanical systems, human-machine interaction, and in safety-dependability of mechatronic systems is required. The PHRIDOM Consortium is composed of 5 partners from 3 different European countries.

}, keywords = {Robotics}, author = {A Albu-Schaeffer and A. Bicchi and G. Boccadamo and R. Chatila and A. De Luca and De Santis, A and G. Giralt and G. Hirzinger and V. Lippiello and R. Mattone and R. Schiavi and B. Siciliano and G. Tonietti and L. Villani} } @conference {HBM04, title = {Perception of Optic and Tactile Flow Both Activate V5/MT cortical complex in the human brain}, booktitle = {10th Annual Meeting of the Organization for Human Brain Mapping}, year = {2004}, abstract = {

V5/MT complex responds selectively to perception of optic flow (Morrone et al., Nature Neurosci , 2001). Since similarities exist between visual and tactile perception, we hypothesized that tactile flow might also rely on V5/MT response. We and others have shown recently that visual extrastriate cortical areas respond both during visual and tactile recognition of objects, indicating that these regions are organized in a supramodal fashion. In this study, we measured neural response evoked during visual and tactile perception of coherently moving dot patterns to test the hypothesis that V5/MT may be supramodally organized and may respond also to tactile stimulation.

}, keywords = {Haptics}, author = {N. Vanello and E. Ricciardi and D. Dente and N. Sgambelluri and E. P. Scilingo and C. Gentili and L. Sani and V. Positano and M. F. Santarelli and M. Guazzelli and J. V. Haxby and L. Landini and A. Bicchi and P. Pietrini} } @conference {RVDSSGSPSGHLBP04, title = {Perception of visual and tactile flow activates common cortical areas in the human brain.}, booktitle = {Proceedings of the EuroHaptics 2004 (Technische Universitat Munchen, Germany June 5-7, 2004)}, year = {2004}, pages = {290-292}, abstract = {

We report results of a pilot study using functional magnetic resonance imaging aimed at determining the neural correlates of tactile flow. We hypothesized that brain response to tactile flow would involve the same cortical areas (V5/MT) that respond to optic flow. Our results showed that V5/MT cortex indeed is activated by tactile flow perception. These findings are consistent with a supramodal organization of brain regions involved in optic and tactile flow processing.

}, keywords = {Haptics}, author = {E. Ricciardi and N. Vanello and D. Dente and N. Sgambelluri and E. P. Scilingo and C. Gentili and L. Sani and V. Positano and M. F. Santarelli and M. Guazzelli and J. V. Haxby and L. Landini and A. Bicchi and P. Pietrini} } @inbook {BLMS03, title = {On The Problem of Simultaneous Localization, Map Building, and Servoing of Autonomous Vehicles}, booktitle = {Advances in Control of Articulated and Mobile Robots}, series = {STAR - Springer Tracts in Advanced Robotics}, number = {10}, year = {2004}, pages = {223-239}, publisher = {Springer Verlag}, organization = {Springer Verlag}, abstract = {

In this chapter, we consider three of the main problems that arise in the navigation of autonomous vehicles in partially or totally unknown environments, i.e. building a map of the environment, self-localizing, and servoing the robot so as to achieve given goals based on sensorial information. As compared to most part of the existing literature on SLAM, we privilege here a system-theoretic view to the problem, which allows the localization and mapping problems to be cast in a unified framework with the control problem. The chapter is an overview of existing results in this vein, and of some interesting directions for research in the field. All chapters of this volume were revised and published online March 2005. The volume number was corrected from 4010 to 10.

}, keywords = {Embedded Control, Robotics}, author = {A. Bicchi and F. Lorussi and P. Murrieri and V. G. Scordio}, editor = {B. Siciliano and A. De Luca and C. Melchiorri and G. Casalino} } @article {MCPB00, title = {Planning Motions of Polyhedral Parts by Rolling}, journal = {Algorithmica}, volume = {26}, year = {2000}, pages = {560-576}, keywords = {Hybrid and Embedded Control Systems, Nonlinear Control Systems, Quantized Control Systems, Robot Hands}, author = {A. Marigo and M. Ceccarelli and S. Piccinocchi and A. Bicchi} } @conference {BDRS99, title = {Psychophysical Evaluation of Simplified Haptic Perception Media}, booktitle = {Proc. Int. Workshop on Robot and Human Interaction}, year = {1999}, month = {September}, address = {Pisa}, abstract = {

Detection of softness by tactile exploration in humans is based on both kinesthetic and cutaneous perception, and haptic displays should be designed so as to address such multimodal perceptual channel. Unfortunately, accurate detection and replication of cutaneous information in all its details is difficlt and costly. In this paper we discuss a simplified model of haptic detection of softness (whereby only information on the rate of spread of the contact area between the finger and the specimen as the contact force increases is transmitted). We provide a thorough set of psychophysical tests, to support the feasibility (in at least some contexts) of a reduced-complicacy display of haptic features.

}, keywords = {Bioengineering, Haptics, Robotics}, author = {A. Bicchi and D. De Rossi and E. P. Scilingo} } @conference {BBBC96, title = {Path Tracking Control for Dubin{\textquoteright}s Cars}, booktitle = {Proc. IEEE Int. Conf. on Robotics and Automation}, year = {1996}, keywords = {Autonomous Vehicles, Embedded Control, Nonlinear Control Systems}, author = {A. Balluchi and A. Bicchi and A. Balestrino and G. Casalino} } @article {BCS96, title = {Planning Shortest Bounded-Curvature Paths for a Class of Nonholonomic Vehicles among Obstacles}, journal = {Journal of Intelligent and Robotic Systems}, volume = {16}, year = {1996}, pages = {387-405}, keywords = {Autonomous Vehicles, Navigation and Planning}, author = {A. Bicchi and G. Casalino and C. Santilli} } @conference {BPS95, title = {Planning Motions of Rolling Surfaces}, booktitle = {Proc. IEEE Conf. on Decision and Control}, year = {1995}, keywords = {Nonlinear Control Systems, Robot Hands}, author = {A. Bicchi and D Prattichizzo and S. S. Sastry} } @conference {BCS95, title = {Planning Shortest Bounded-Curvature Paths for a Class of Nonholonomic Vehicles among obstacles}, booktitle = {Proc. IEEE Int. Conf. on Robotics and Automation}, year = {1995}, pages = {1349-1354}, keywords = {Autonomous Vehicles, Navigation and Planning}, author = {A. Bicchi and G. Casalino and C. Santilli} } @article {B94, title = {On the Problem of Decomposing Grasp and Manipulation Forces in Multiple Whole-Limb Manipulation}, journal = {Int. Journal of Robotics and Autonomous Systems}, volume = {13}, year = {1994}, pages = {127-147}, keywords = {Grasping, Robotics}, author = {A. Bicchi} }