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Lucia Beccai

dblp:73/8270 · DBLP profile ↗
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9ranked-venue papers
0as first author
0since 2021 · last 2014
0000-0002-8754-5155ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 6Systems, architecture and hardware · 6Applied, interdisciplinary, general and emerging computing · 3

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
5 papers
Robot manipulation · 84% Motion planning and robot control · 16%
Human-computer interaction and pervasive computing
4 papers
Human-robot interaction · 59% Accessibility and assistive technology · 26% Wearable and physiological sensing · 15%
Computer graphics and multimedia
2 papers
Computational fabrication · 100%

Topics — the 15 heaviest of 17, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Robot manipulation › micro/nano robotics
microrobot
0.322012
Wireless swimming microrobots: Design and development of a 2 DoF magnetic-based system · ICRA 2012
Design and development of a soft magnetically-propelled swimming microrobot · ICRA 2011
Robotics › Robot manipulation › robot design › manipulator design
adhesion mechanism
0.112012
Artificial adhesion mechanisms inspired by octopus suckers · ICRA 2012
Robotics › Robot manipulation › micromanipulation › magnetic manipulation
magnetic steering
0.112012
Wireless swimming microrobots: Design and development of a 2 DoF magnetic-based system · ICRA 2012
Robotics › Motion planning and robot control
robot control
0.112012
Wireless swimming microrobots: Design and development of a 2 DoF magnetic-based system · ICRA 2012
Computational fabrication › soft robotics
soft robot design
0.112011
Design and development of a soft magnetically-propelled swimming microrobot · ICRA 2011
Human-robot interaction › healthcare robotics
medical robotics
0.122012
Wireless swimming microrobots: Design and development of a 2 DoF magnetic-based system · ICRA 2012
Design and development of a soft magnetically-propelled swimming microrobot · ICRA 2011
Robotics › Robot manipulation
grasping
0.112006
Closed-loop Controller for a Bio-inspired Multi-fingered Underactuated Prosthesis · ICRA 2006
Robotics › Robot manipulation › wearable robotics › prosthetic device
prosthetic hand
0.112006
Bio-inspired Approach for the Design and Characterization of a Tactile Sensory System for a Cybernetic Prosthetic Hand · ICRA 2006
Robotics › Robot manipulation › robotic hand
prosthetic hand control
0.112006
Closed-loop Controller for a Bio-inspired Multi-fingered Underactuated Prosthesis · ICRA 2006
Robotics › Robot manipulation
tactile sensing
0.112006
Bio-inspired Approach for the Design and Characterization of a Tactile Sensory System for a Cybernetic Prosthetic Hand · ICRA 2006
Robotics › Robot manipulation › robotic hand
underactuated tendon-driven hand
0.112006
Closed-loop Controller for a Bio-inspired Multi-fingered Underactuated Prosthesis · ICRA 2006
Accessibility and assistive technology › prosthetics
prosthetic hand
0.112006
Hybrid Bionic Systems for the Replacement of Hand Function · Proc. IEEE 2006
Computational fabrication › soft robotics
soft robotics fabrication
0.012012
Artificial adhesion mechanisms inspired by octopus suckers · ICRA 2012
Robotics › Motion planning and robot control › robot control › feedback control
PID control
0.012006
Closed-loop Controller for a Bio-inspired Multi-fingered Underactuated Prosthesis · ICRA 2006
Wearable and physiological sensing
electromyography
0.012006
Hybrid Bionic Systems for the Replacement of Hand Function · Proc. IEEE 2006

Methods — techniques the papers use, named apart from their topics

paramagnetic and ferromagnetic material design · 0.4microfabrication · 0.4ultrasonography · 0.3maxwell coils · 0.3magnetic resonance imaging · 0.3magnetic field steering · 0.3helmholtz coils · 0.33d reconstruction · 0.3triaxial force sensors · 0.1peripheral nerve interface · 0.1force closure computation · 0.1electromyographic signal recording · 0.1contact sensor arrays · 0.1PID position control · 0.1
YearPublicationVenuePosition
2014 Navigation of Magnetic Microrobots With Different User Interaction Levels
abstract
Micro-technologies based on wirelessly powered and manoeuvred submillimeter device, i.e.,microrobots, are attracting growing attention. Their application in lab-on-a-chip systems, such as micromanipulation and in vitro cell sorting, is expected to steeply increase. However, the actuation, powering and control of microrobots are challenges that still need concrete solutions. Magnetic fields generally enable wireless navigation of microrobots, but proper control architectures and magnetic navigation systems are needed, depending on the specific task and on the level of interaction required to the user. Here we present a magnetic navigation platform intended for lab-on-a-chip applications and we address its usability with different levels of human involvement by using two control architectures: teleoperated and autonomous. We perform an experimental analysis to demonstrate that both architectures, enrolling different levels of interaction by the user, lead to reliable execution of the microrobotic task. First, we validate the open-loop response of the microrobotic system, and second, we evaluate the performance of the system by testing both control architectures with a standard mobility task. The results show that users can teleoperate the microrobot with 100% success rate, in 14.4±1.9s with a normalized spatial mean error of 0.60±0.13. Moreover, results show a fast decaying learning curve for the users involved in the study. Compared to this, when the navigation task is performed by the autonomous control, 100% success rate, a time of 8.0±0.5s and a normalized spatial mean error of 0.50±0.05 are obtained. Finally, we quantitatively demonstrate how both control methodologies enable very smooth movements of the microrobot, suggesting application for any task where repeatable and dexterous movements in liquid microenvironments are key requirements.
Gioia Lucarini, Stefano Palagi, Alessandro Levi, Barbara Mazzolai, Paolo Dario, Arianna Menciassi, Lucia Beccai
IEEE Trans Autom. Sci. Eng.7
2012 Wireless swimming microrobots: Design and development of a 2 DoF magnetic-based system
abstract
In this work, the design and development of an integrated platform for the steering of swimming microrobot is reported. The system consists of: a near-spherical soft and buoyant magnetic microrobot (with a diameter of about 500 μm) conceived for operation in liquid; a wireless magnetic steering system, including a compact magnetic field generator based on two pairs of Helmholtz and Maxwell coils; an electronic system for their driving; a control software; a joypad physical user interface; and, the micro-arena as working environment. The platform design fulfills the requirements for the “Mobility Task” of the 2011 NIST Mobile Microrobotics Challenge. The results obtained from preliminary validation experiments confirm that the microrobots can move in a fully controlled way, successfully accomplishing an intricate eight-shape path, as required, in the water filled micro-arena. In particular we achieved a maximum average speed of 0.71 mm/s and an exceptionally smooth motion.
Stefano Palagi, Gioia Lucarini, Virginia Pensabene, Alessandro Levi, Barbara Mazzolai, Arianna Menciassi, Lucia Beccai
ICRA7
2012 Artificial adhesion mechanisms inspired by octopus suckers
abstract
We present the design and development of novel suction cups inspired by the octopus suckers. Octopuses use suckers for remarkable tasks and they are capable to obtain a good reversible wet adhesion on different substrates. We investigated the suckers morphology that allow octopus to attach them to different wet surfaces to obtain the benchmarks for new suction cups showing similar performances. The investigation was performed by using non-invasive techniques (i.e. ultrasonography and magnetic resonance imaging). We acquired images of contiguous sections of octopus suckers, which were used to make a 3D reconstruction aimed to obtain a CAD model perfectly equivalent to the octopus sucker in terms of sizes and anatomical proportion. The 3D information was used to develop the first passive prototypes of the artificial suction cups made in silicone. Then, in accordance with Kier and Smith's octopus adhesion model, we put in tension the water volume in the interior chamber of the artificial suction cup to obtain suction. The characterization of the passive sucker was addressed by measuring both the differential pressure between external and internal water volume of suction cup (~ 105) and the pull-off force applied to detach the substrates from the suction cup (~ 8N).
Francesca Tramacere, Lucia Beccai, Fabio Mattioli, Edoardo Sinibaldi, Barbara Mazzolai
ICRA2
2012 Innovative soft robots based on electro-rheological fluids
abstract
Electro-rheological (ER) fluids are smart fluids which can transform into solid-like phase by applying an electric field. This process is reversible and can be strategically used to build fluidic components for innovative soft robots capable of soft locomotion. In this work, we show the potential applications of ER fluids to build valves that simplify design of fluidic based soft robots. We propose the design and development of a composite ER valve, aimed at controlling the flexibility of soft robots bodies by controlling the ER fluid flow. We present how an ad hoc number of such soft components can be embodied in a simple crawling soft robot (Wormbot); in a locomotion mechanism capable of forward motion through rotation; and, in a tendon driven continuum arm. All these embodiments show how simplification of the hydraulic circuits relies on the simple structure of ER valves. Finally, we address preliminary experiments to characterize the behavior of Wormbot in terms of actuation forces.
Ali Sadeghi, Lucia Beccai, Barbara Mazzolai
IROS2
2011 Design and development of a soft magnetically-propelled swimming microrobot
abstract
A novel approach for the design of magnetically-propelled microrobots is proposed as an effective solution for swimming in a liquid medium. While intrinsic neutral buoyancy of a microrobot per se simplifies propulsion in the liquid environments, softness makes it compliant with delicate environments, such as the human body, thus guaranteeing a safe interaction with soft structures. With this aim, two groups of soft microrobots with paramagnetic and ferromagnetic behaviors were designed, fabricated and their features were experimentally analyzed. In agreement with the theoretical predictions, in the performed trials the ferromagnetic microrobots showed orientation capabilities in response to the magnetic field that could not be achieved by the paramagnetic one. Moreover, it was observed that the ferromagnetic microrobot could reach higher speed values (maximum value of 0.73 body length/s) than the paramagnetic prototype.
Stefano Palagi, Virginia Pensabene, Lucia Beccai, Barbara Mazzolai, Arianna Menciassi, Paolo Dario
ICRA3
2011 Roughness Encoding for Discrimination of Surfaces in Artificial Active-Touch
abstract
A 2 × 2 array of four microelectromechanical system (MEMS) tactile microsensors is integrated with readout electronics in the distal phalanx of an anthropomorphic robotic finger. A total of 16 sensing elements are available in a 22.3-mm area (i.e., 72 units/cm ) of the artificial finger, thus achieving a density comparable with human Merkel mechanoreceptors. The MEMS array is covered by a polymeric packaging with biomimetic fingerprints enhancing the sensitivity in roughness encoding. This paper shows the ability of the sensor array to encode roughness for discrimination of surfaces, without requiring dedicated proprioceptive sensors for end-effector velocity. Three fine surfaces with 400-, 440-, and 480- μm spatial periods are quantitatively evaluated. Core experiments consisted in active-touch exploration of surfaces by the finger executing a stereotyped human-like movement. A time-frequency analysis on pairs of tactile array outputs shows a clustering of the fundamental frequency, thus yielding 97.6% worst-case discrimination accuracy with a k -nearest-neighbor (k-NN) classifier. Hence, surfaces differing down to 40 μm are identified in active-touch by both hardware and processing methods based on exteroceptive tactile information. Finally, active-touch results with five textiles (which differ in texture or orientation) are shown as a preliminary qualitative assessment of discrimination in a more realistic tactile-stimulation scenario.
Calogero M. Oddo, Marco Controzzi, Lucia Beccai, Christian Cipriani, Maria Chiara Carrozza
IEEE Trans. Robotics3
2006 Closed-loop Controller for a Bio-inspired Multi-fingered Underactuated Prosthesis
abstract
The paper presents a controller for a multi-fingered underactuated prosthetic hand based on tendon transmission. The control architecture is implemented in two subsequent and different phases. The first one is the pre-shaping of the hand, based on the grasp type is implemented by stand-alone motion controllers using PID position control algorithms. The desired force closure value is calculated according to the pre-shape measured tendons tension and to the grasping force. In the second phase, the involved fingers rapidly close around the object to perform a balanced distribution of the forces within the hand, as it happens in the human hand. The controller is thus able to perform successfully many stable grasps. An overview of the hardware architecture and the results in terms of grasping capabilities based on Cutkosky grasp taxonomy are also presented
Christian Cipriani, Franco Zaccone, Giovanni Stellin, Lucia Beccai, Giovanni Cappiello, Maria Chiara Carrozza, Paolo Dario
ICRA4
2006 Bio-inspired Approach for the Design and Characterization of a Tactile Sensory System for a Cybernetic Prosthetic Hand
abstract
Recent research in prosthetic hands aims at developing innovative cybernetic systems able to allow users to feel an artificial hand as part of their bodies by providing the tactile sensation of a natural hand. Such prostheses must be endowed with artificial proprioceptive and exteroceptive sensory systems as well as appropriate neural interfaces able to exchange sensory-motor signals between the body and the nervous system of an amputee. Based on consideration of available neurophysiological and behavioral data in humans and on the specific sensory needs to control a prototypical grasp-and-lift task, two kinds of sensors were developed: on-off contact sensor arrays and triaxial force sensors. Both sensor types were characterized and compared with their biological counterparts. Their ability to convey critical information during a lift task was evaluated with the sensors integrated in a biomechatronic cybernetic hand
Benoni B. Edin, Lucia Beccai, Luca Ascari, Stefano Roccella, John-John Cabibihan, Maria Chiara Carrozza
ICRA2
2006 Hybrid Bionic Systems for the Replacement of Hand Function
abstract
In recent years, thanks to the advancement of robotics and mechatronics, new and more effective devices for the restoration and replacement of sensory-motor function in disabled people have been developed. In all these systems, user acceptability is strictly connected to several issues such as the residual abilities of the subject, the mechatronic characteristics of the robot, and also the interface chosen to link them. It is possible to figure out different "human-interface-device" combinations [also defined as "hybrid bionic systems" (HBSs)] characterized by different properties in terms of level of hybridness, connection, and augmentation. In particular, in HBSs the interface has to be customized according to the characteristics of the robotic artefact to be controlled and to the desires and needs of the final users. In this paper, our attention has been focused on the problem of the replacement of hand function after amputation. Three HBSs characterized by different levels of complexity, dexterity, and sensorization are presented in order to show the possibility of developing acceptable and effective systems by choosing different levels of connection and hybridness (i.e., different interfaces) for different devices and applications. The following case studies are presented: 1) the use of invasive interfaces to the peripheral nervous system to control a dexterous and highly sensorized hand prosthesis; 2) the use of electromyographic signals recorded using surface electrodes to control a compliant adaptive prosthesis; and 3) the use of a foot interface to control a two-degrees-of-freedom prosthesis. The preliminary results achieved so far seem to confirm the idea that the correct choice of the proper interface while developing an HBS can increase effectiveness and usability
Silvestro Micera, Maria Chiara Carrozza, Lucia Beccai, Fabrizio Vecchi, Paolo Dario
Proc. IEEE3