Demo Data from EDBT 2026 / reviewers in the wild / expert
Davide Bicego
dblp:180/5554
· DBLP profile ↗
9ranked-venue papers
0as first author
1since 2021 · last 2022
0000-0002-3423-0969ORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 7Systems, architecture and hardware · 7Applied, interdisciplinary, general and emerging computing · 2 · 1 since 2021
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
3 papers |
Motion planning and robot control · 56% Legged, aerial and field robots · 44% |
Topics — the 5 heaviest of 6, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Robotics › Motion planning and robot control
robot control |
0.5 | 2 | 2020 | Perception-constrained and Motor-level Nonlinear MPC for both Underactuated and Tilted-propeller UAVS · ICRA 2020 Full-Pose Tracking Control for Aerial Robotic Systems With Laterally Bounded Input Force · IEEE Trans. Robotics 2018 |
Robotics › Motion planning and robot control › robot control › model predictive control
nonlinear model predictive control |
0.4 | 1 | 2020 | Perception-constrained and Motor-level Nonlinear MPC for both Underactuated and Tilted-propeller UAVS · ICRA 2020 |
Robotics › Legged, aerial and field robots
aerial robots |
0.3 | 1 | 2018 | Full-Pose Tracking Control for Aerial Robotic Systems With Laterally Bounded Input Force · IEEE Trans. Robotics 2018 |
Robotics › Legged, aerial and field robots › aerial robots › rotorcraft
multirotor |
0.1 | 1 | 2020 | Perception-constrained and Motor-level Nonlinear MPC for both Underactuated and Tilted-propeller UAVS · ICRA 2020 |
Robotics › Motion planning and robot control › dynamic stability
self-stabilization |
0.1 | 1 | 2019 | Development of SAM: cable-Suspended Aerial Manipulator* · ICRA 2019 |
Methods — techniques the papers use, named apart from their topics
perception constraints · 0.4nonlinear model predictive control · 0.4winch actuation · 0.4propulsion units · 0.4lyapunov stability analysis · 0.3
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2022 | Energy Aware Impedance Control of a Flying End-Effector in the Port-Hamiltonian FrameworkabstractThis work addresses the interaction control problem of a fully actuated aerial vehicle considered as a flying end-effector. We tackle the problem using geometrically consistent variable-stiffness impedance control for safe wrench regulation using the concept of energy tanks, where both the modeling and the control are carried out in the port Hamiltonian framework. We exploit previous well-known results in the literature of ground manipulators and extend them to be applied for novel and challenging aerial physical interaction with a focus on quasi-static applications. The energy-awareness of the presented control method guarantees the stability of the aerial robot in both free-flight and in-contact scenarios together with a level of safety in the case of contact-loss with the unknown environment. Furthermore, by utilizing bond graphs we demonstrate how the closed-loop passivity can be graphically conducted. The validity of our proposed approach is shown via several experiments. We also provide several insights on how the proposed framework could be extended to a generic dynamic aerial physical interaction. Ramy Rashad, Davide Bicego, Jelle Zult, Santiago Sanchez-Escalonilla Plaza, Ran Jiao, Antonio Franchi, Stefano Stramigioli |
IEEE Trans. Robotics | 2 |
| 2020 | Perception-constrained and Motor-level Nonlinear MPC for both Underactuated and Tilted-propeller UAVSabstractIn this paper, we present a Perception-constrained Nonlinear Model Predictive Control (NMPC) framework for the real-time control of multi-rotor aerial vehicles. Our formulation considers both constraints from a perceptive sensor and realistic actuator limitations that are the rotor minimum and maximum speeds and accelerations. The formulation is meant to be generic and considers a large range of multi-rotor platforms (such as underactuated quadrotors or tilted-propellers hexarotors) since it does not rely on differential flatness for the dynamical equations, and a broad range of sensors, such as cameras, lidars, etc.... The perceptive constraints are expressed to maintain visibility of a feature point in the sensor's field of view, while performing a reference maneuver. We demonstrate both in simulation and real experiments that our framework is able to exploit the full capabilities of the multi-rotor, to achieve the motion under the aforementioned constraints, and control in real-time the platform at a motor-torque level, avoiding the use of an intermediate unconstrained trajectory tracker. Martin Jacquet, Gianluca Corsini, Davide Bicego, Antonio Franchi |
ICRA | 3 |
| 2020 | Towards Vision-Based Impedance Control for the Contact Inspection of Unknown Generically-Shaped Surfaces with a Fully-Actuated UAVabstractThe integration of computer vision techniques for the accomplishment of autonomous interaction tasks represents a challenging research direction in the context of aerial robotics. In this paper, we consider the problem of contact-based inspection of a textured target of unknown geometry and pose. Exploiting state of the art techniques in computer graphics, tuned and improved for the task at hand, we designed a framework for the projection of a desired trajectory for the robot end-effector on a generically-shaped surface to be inspected. Combining these results with previous work on energy-based interaction control, we are laying the basis of what we call vision-based impedance control paradigm. To demonstrate the feasibility and the effectiveness of our methodology, we present the results of both realistic ROS/Gazebo simulations and preliminary experiments with a fully-actuated hexarotor interacting with heterogeneous curved surfaces whose geometric description is not available a priori, provided that enough visual features on the target are naturally or artificially available to allow the integration of localization and mapping algorithms. Ramy Rashad, Davide Bicego, Ran Jiao, Santiago Sanchez-Escalonilla Plaza, Stefano Stramigioli |
IROS | 2 |
| 2019 | Development of SAM: cable-Suspended Aerial Manipulator*abstractHigh risk of a collision between rotor blades and the obstacles in a complex environment imposes restrictions on the aerial manipulators. To solve this issue, a novel system cable-Suspended Aerial Manipulator (SAM) is presented in this paper. Instead of attaching a robotic manipulator directly to an aerial carrier, it is mounted on an active platform which is suspended on the carrier by means of a cable. As a result, higher safety can be achieved because the aerial carrier can keep a distance from the obstacles. For self-stabilization, the SAM is equipped with two actuation systems: winches and propulsion units. This paper presents an overview of the SAM including the concept behind, hardware realization, control strategy, and the first experimental results. Yuri S. Sarkisov, Minjun Kim 0003, Davide Bicego, Dzmitry Tsetserukou, Christian Ott 0001, Antonio Franchi, Konstantin Kondak |
ICRA | 3 |
| 2018 | Towards a Flying Assistant Paradigm: the OTHexabstractThis paper presents the OTHex platform for aerial manipulation developed at LAAS-CNRS. The OTHex is probably the first multi-directional thrust platform designed to act as Flying Assistant which can aid human operators and/or Ground Manipulators to move long bars for assembly and maintenance tasks. The work emphasis is on task-driven custom design and experimental validations. The proposed control framework is built around a low-level geometric controller, and includes an external wrench estimator, an admittance filter, and a trajectory generator. This tool gives the system the necessary compliance to resist external force disturbances arising from contact with the surrounding environment or to parameter uncertainties in the load. A set of experiments validates the real-world applicability and robustness of the overall system. Nicolas Staub, Davide Bicego, Quentin Sablé, Victor Arellano, Subodh Mishra, Antonio Franchi |
ICRA | 2 |
| 2018 | Energy-Efficient Trajectory Generation for a Hexarotor with Dual- Tilting PropellersabstractIn this paper, we consider a non-conventional hexarotor whose propellers can be simultaneously tilted about two orthogonal axes: in this way, its underactuation degree can be easily adapted to the task at hand. For a given tilt profile, the minimum-energy trajectory between two prescribed boundary states is explicitly determined by solving an optimal control problem with respect to the angular accelerations of the six brushless motors. We also perform, for the first time, a systematic study of the singularities of the control allocation matrix of the hexarotor, showing the presence of subtle singular configurations that should be carefully avoided in the design phase. Numerical experiments conducted with the FAST-Hex platform illustrate the theory and delineate the pros and cons of dual-tilting paradigm in terms of maneuverability and energy efficiency. Fabio Morbidi, Davide Bicego, Markus Ryll, Antonio Franchi |
IROS | 2 |
| 2018 | Full-Pose Tracking Control for Aerial Robotic Systems With Laterally Bounded Input ForceabstractA class of abstract aerial robotic systems is introduced, the laterally bounded force vehicles. in which most of the control authority is expressed along a principal thrust direction, while along the lateral directions a t smaller and possibly null) force may be exploited to achieve full-pose tracking. This class approximates platforms endowed with noncollinear rotors that can modify the orientation of the total thrust in a body frame. If made possible by the force constraints, the proposed SE(3)-based control strategy achieves the independent tracking of position-plus-orientation trajectories. The method, which is proven using a Lyapunov technique, deals seamlessly with both underactuated and fully actuated platforms, and guarantees at least the position tracking in the case of an unfeasible full-pose reference trajectory. Several experimental tests are presented that dearly show the approach practicability and the sharp improvement with respect to state of the art. Antonio Franchi, Ruggero Carli, Davide Bicego, Markus Ryll |
IEEE Trans. Robotics | 3 |
| 2017 | Towards robotic MAGMaS: Multiple aerial-ground manipulator systemsabstractIn this paper we lay the foundation of the first heterogeneous multi-robot system of the Multiple Aerial-Ground Manipulator System (MAGMaS) type. A MAGMaS consists of a ground manipulator and a team of aerial robots equipped with a simple gripper manipulator the same object. The idea is to benefit from the advantages of both kinds of platforms, i.e., physical strength versus large workspace. The dynamic model of such robotic systems is derived, and its characteristic structure exhibited. Based on the dynamical structure of the system a nonlinear control scheme, augmented with a disturbance observer is proposed to perform trajectory tracking tasks in presence of model inaccuracies and external disturbances. The system redundancy is exploited by solving an optimal force/torque allocation problem that takes into account the heterogeneous system constraints and maximizes the force manipulability ellipsoid. Simulation results validated the proposed control scheme for this novel heterogeneous robotic system. We finally present a prototypical mechanical design and preliminary experimental evaluation of a MAGMaS composed by a kuka LWR4 and quadrotor based aerial robot. Nicolas Staub, Mostafa Mohammadi, Davide Bicego, Domenico Prattichizzo, Antonio Franchi |
ICRA | 3 |
| 2016 | Modeling and control of FAST-Hex: A fully-actuated by synchronized-tilting hexarotorabstractWe present FAST-Hex, a novel UAV concept which is able to smoothly change its configuration from underactuated to fully actuated by using only one additional motor that tilts all propellers at the same time. FAST-Hex can adapt to the task at hand by finely tuning its configuration from the efficient (but underactuated) flight (typical of coplanar multi-rotor platforms) to the full-pose-tracking (but less efficient) flight, which is attainable by non-coplanar multi-rotors. We also introduce a novel full-pose geometric controller for generic multi-rotors (not only the FAST-Hex) that outperforms classical inverse dynamics approaches. The controller receives as input any reference pose in ℝ3×SO(3) (3D position + 3D orientation). Exact tracking is achieved if the reference pose is feasible with respect to the propeller spinning rate saturations. In case of unfeasibility a new feasible desired trajectory is generated online giving priority to the positional part. The new controller is tested with the FAST-Hex but can be used for many other multi-rotor platforms: underactuated, slightly fully-actuated and completely fully-actuated. Markus Ryll, Davide Bicego, Antonio Franchi |
IROS | 2 |