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Ouajdi Felfoul

dblp:05/6166 · DBLP profile ↗
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9ranked-venue papers
4as first author
0since 2021 · last 2015
—ORCID · none

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

Artificial intelligence and machine learning · 6 · 2 first-authorSystems, architecture and hardware · 6 · 2 first-authorApplied, interdisciplinary, general and emerging computing · 3 · 2 first-authorGraphics, computer vision, multimedia, augmented reality and games · 1

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
4 papers
Robot manipulation · 65% Robot navigation and mapping · 12% Motion planning and robot control · 12%
Interdisciplinary, comprehensive, and emerging computing
2 papers
Medical and health informatics · 100%

Topics — the 6 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Robot manipulation › micro/nano robotics
microrobot control
0.112009
Towards swarms of communication-enabled and intelligent sensotaxis-based bacterial microrobots capable of collective tasks in an aqueous medium · ICRA 2009
Robotics › Motion planning and robot control
robot control
0.112009
Real-time positioning and tracking technique for endovascular untethered microrobots propelled by MRI gradients · ICRA 2009
Knowledge, reasoning and agents › Multi-agent systems
swarm robotics
0.112009
Towards swarms of communication-enabled and intelligent sensotaxis-based bacterial microrobots capable of collective tasks in an aqueous medium · ICRA 2009
Medical and health informatics
minimally invasive therapy
0.112015
Toward tissue penetration by MRI-powered millirobots using a self-assembled Gauss gun · ICRA 2015
Medical and health informatics › image-guided intervention
endovascular intervention
0.012009
Real-time positioning and tracking technique for endovascular untethered microrobots propelled by MRI gradients · ICRA 2009
Medical and health informatics
medical robotics
0.012009
Real-time positioning and tracking technique for endovascular untethered microrobots propelled by MRI gradients · ICRA 2009

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

self-assembled gauss gun · 0.4magnetic potential energy conversion · 0.4interleaved pulse sequences · 0.2closed-loop control · 0.2magnetic resonance imaging · 0.23d circular-motion tracking · 0.2sensotaxis · 0.1magnetotaxis · 0.1
YearPublicationVenuePosition
2015 Toward tissue penetration by MRI-powered millirobots using a self-assembled Gauss gun
abstract
MRI-based navigation and propulsion of millirobots is a new and promising approach for minimally invasive therapies. The strong central field inside the scanner, however, precludes torque-based control. Consequently, prior propulsion techniques have been limited to gradient-based pulling through fluid-filled body lumens. This paper introduces a technique for generating large impulsive forces that can be used to penetrate tissue. The approach is based on navigating multiple robots to a desired location and using self-assembly to trigger the conversion of magnetic potential energy into sufficient kinetic energy to achieve penetration. The approach is illustrated through analytical modeling and experiments in a clinical MRI scanner.
Aaron T. Becker, Ouajdi Felfoul, Pierre E. Dupont
ICRA2
2015 Achieving Commutation Control of an MRI-Powered Robot Actuator
abstract
Actuators that are powered, imaged, and controlled by magnetic resonance (MR) scanners could inexpensively provide wireless control of MR-guided robots. Similar to traditional electric motors, the MR scanner acts as the stator and generates propulsive torques on an actuator rotor containing one or more ferrous particles. Generating maximum motor torque while avoiding instabilities and slippage requires closed-loop control of the electromagnetic field gradients, i.e., commutation. Accurately estimating the position and velocity of the rotor is essential for high-speed control, which is a challenge due to the low refresh rate and high latency associated with MR signal acquisition. This paper proposes and demonstrates a method for closed-loop commutation based on interleaving pulse sequences for rotor imaging and rotor propulsion. This approach is shown to increase motor torque and velocity, eliminate rotor slip, and enable regulation of rotor angle. Experiments with a closed-loop MR imaging actuator produced a maximum force of 9.4 N.
Ouajdi Felfoul, Aaron T. Becker, Christos Bergeles, Pierre E. Dupont
IEEE Trans. Robotics1
2014 Simultaneously powering and controlling many actuators with a clinical MRI scanner
abstract
Actuators that are powered, imaged, and controlled by Magnetic Resonance (MR) scanners offer the potential of inexpensively providing wireless control of MR-guided robots. Similar to traditional electric motors, the MR scanner acts as the stator and generates propulsive torques on an actuator rotor containing one or more ferrous particles. The MR scanner can control three orthogonal gradient fields. Prior work demonstrated control of a single actuator rotor. This paper proposes and demonstrates independent, simultaneous control of n rotors. The controller relies on inhomogeneity between rotors, such as ensuring no rotor axes are parallel. This paper provides easily-implemented velocity and position controllers with global asymptotic convergence, and optimization techniques for implementation. Code for simulations and control laws is available online.
Aaron T. Becker, Ouajdi Felfoul, Pierre E. Dupont
IROS2
2014 MRI-powered closed-loop control for multiple magnetic capsules
abstract
Control of multiple magnetic particles inside the human body may have many potential applications, such as drug delivery in places where conventional procedures cannot reach. A natural candidate for powering as well as tracking these magnetic particles is the MRI scanner. Although it offers the means to control the particles, it also poses difficulties: the magnetic field is applied uniformly to the group, thus making the independent control of each particle a challenging issue, while the actuation and the tracking are interleaved which can result to delays in actuation and measurement. The closed-loop control of a group of millimeter-scale particles, immersed in fluid, driven by the MRI scanner is studied in this paper. More specifically, this problem is presented in a unified manner, handling such issues as delays, constraints, as well as disturbances, and results in a robustly stable controller. We also propose a condition that effectively answers when the system should be in tracking mode versus actuation mode. In addition to theoretical results, the capability of the proposed controller is illustrated through simulation results.
Alina Eqtami, Ouajdi Felfoul, Pierre E. Dupont
IROS2
2011 Tumor targeting by computer controlled guidance of Magnetotactic Bacteria acting like autonomous microrobots
abstract
This paper reports the successful navigation of Magnetotactic Bacteria (MTB) towards regions located inside a solid tumor using a computer controlled set of magnetic coils. MTB uses two flagella bundles connected to rotary molecular motors as a propulsion system enabling them to reach swimming velocities of 300µm·s−1without external source of power. Acting like autonomous microrobots, they can be remotely controlled by an appropriate magnetic guidance system as their swimming direction is predominantly determined by the direction of the ambient magnetic field. In order to cope with the harsh environment of the solid tumor and to bypass the lack of knowledge of the internal vessels architecture forming the route to the tumor, fundamental MTB motion properties are taken into account in addition to their ability to swim along the magnetic field. The studies revealed the presence of these bacteria in the necrotic zone of a solid tumor. Preliminary results suggest that not only the magnetic guidance can help enhancing the uniform distribution of MTB inside the tumor for therapeutic or diagnostic purposes, but the experimental data showed that they could perform accurately and efficiently under computer control, many of the tasks previously envisioned for future synthetic microrobots of only 1 to 2 micrometers in diameter and designed to operate in the human microvascular network.
Ouajdi Felfoul, Mahmood Mohammadi, Louis Gaboury, Sylvain Martel
IROS1
2009 Real-time positioning and tracking technique for endovascular untethered microrobots propelled by MRI gradients
abstract
A real-time positioning and tracking technique for untethered devices or robots magnetically propelled by a clinical magnetic resonance imaging (MRI) system is described. The local magnetic field induced by the device, composed of a ferromagnetic material, is used as a signature to localize the device on three one-dimensional projections. A high-precision 3D circular-motion system was used to assess the precision and accuracy of this method. The integration of this technique inside propulsion and imaging MRI sequences was also achieved to demonstrate the feasibility of this tracking scheme in a closed-loop control scheme. Finally, in vivo tracking during automatic navigation of an untethered device in the carotid artery of a living animal is demonstrated.
Ouajdi Felfoul, Eric Aboussouan, Arnaud Chanu, Sylvain Martel
ICRA1
2009 Towards swarms of communication-enabled and intelligent sensotaxis-based bacterial microrobots capable of collective tasks in an aqueous medium
abstract
Experimental data and proofs of concepts are used to show the feasibility of providing the basic components and functionalities required for the implementation of intelligent untethered 150 × 300µm bacterial microrobots capable of sophisticated collective tasks under computer supervision and coordination. More specifically, we show that it is possible to embed within such microrobots, photovoltaic cells supplying ∼4µW necessary to power an internal microelectronic circuit providing embedded intelligence with the capability to communicate commands and data wirelessly to an external computer. We also show that such data or commands transmitted wirelessly could be used to instruct an external computer to send a swarm of flagellated bacteria to move such microrobots towards a specific target based on various sensory information acquired with specific sensors embedded in each microrobots. Similar to chemotaxis used by several species of flagellated bacteria, the algorithms used to move such microrobots could be governed by a larger range of sensory means, leading to what we refer to here as sensotaxis-based hybrid microrobots. The possibility of transmitting a request to a central computer to send a swarm of flagellated magnetotactic bacteria to provide propulsion and steering in order to move accurately to desired locations would allow such microrobots to perform collective tasks. A simple example suggesting the possibility of implementing accurate collective tasks by such hybrid microrobots is demonstrated experimentally where a microstructure emulating a V-shaped microrobot is moved and rotated autonomously using a swarm of approximately 3000 flagellated bacteria towards another similar V-shaped microstructure to form the character ‘M’ as in Microrobot.
Sylvain Martel, Walder Andre, Mahmood Mohammadi, Ouajdi Felfoul
ICRA5
2008 In Vivo MR-Tracking Based on Magnetic Signature Selective Excitation
abstract
A novel magnetic resonance (MR)-tracking method specifically developed to locate the ferromagnetic core of an untethered microdevice, microrobot, or nanorobot for navigation or closed-loop control purpose is described. The tracking method relies on the application of radio-frequency (RF) excitation signals tuned to the equipotential magnetic curves generated by the magnetic signature of the object being tracked. Positive contrast projections are obtained with reference to the position of the magnetic source. A correlation function performed on only one k-space line for each of the three axes and corresponding to three projections, is necessary to obtain a 3-D location of the device. In this study, the effects of the sphere size and the RF frequency offset were investigated in order to find the best contrast noise ratio (CNR) for tracking. Resolution and precision were also investigated by proper measurement of the position of a ferromagnetic sphere by magnetic resonance imaging (MRI) acquisition and by comparing them with the real position. This method is also tested for a moving marker where the positions found by MRI projections were compared with the ones taken with a camera. In vitro and in vivo experiments show the operation of the technique in tortuous phantom and in animal models. Although the method was developed in the prospect of new interventional MR-guided endovascular operations based on miniature untethered devices, it could also be used as a passive tracking method using tools such as catheters or guide wires.
Ouajdi Felfoul, Jean-Baptiste Mathieu, Gilles Beaudoin, Sylvain Martel
IEEE Trans. Medical Imaging1
2007 Medical and Technical Protocol for Automatic Navigation of a Wireless Device in the Carotid Artery of a Living Swine Using a Standard Clinical MRI System
Sylvain Martel, Jean-Baptiste Mathieu, Ouajdi Felfoul, Arnaud Chanu, Eric Aboussouan, Samer Tamaz, Pierre Pouponneau, L'Hocine Yahia, Gilles Beaudoin, Gilles Soulez, Martin Mankiewicz
MICCAI (1)3