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Bradley J. Nelson

35 accepted papers

2026

Orthogonal Pulse-Width-Modulation for Combined Electromagnetic Actuation and Localization

ICRA 2026poster

Electromagnetic Navigation Systems can be used to remotely guide medical devices such as magnetic catheters or guidewires, holding potential in a variety of minimally invasive surgical applications. This paper introduces a method to simultaneously actuate and localize a tethered magnetic device with…

Cited by 0SourceScholar
2026

Remote Magnetic Levitation Using Reduced Attitude Control and Parametric Field Models

RA-L 2026

Electromagnetic navigation systems (eMNS) are increasingly used in minimally invasive procedures such as endovascular interventions and targeted drug delivery due to their ability to generate fast and precise magnetic fields. In this paper, we utilize the OctoMag and a custom 13-coil eMNS to achieve

Cited by 2SourceScholar
2026

Structured Learning for Electromagnetic Field Modeling and Real-Time Inversion

RSS 2026poster

Precise magnetic field modeling is fundamental to the closed-loop control of electromagnetic navigation systems (eMNS) and the analytical Multipole Expansion Model (MPEM) is the current standard. However, the MPEM relies on strict physical assumptions regarding source symmetry and isolation, and req…

Cited by 0SourceScholar
2025

A Physics-Informed Neural Network for the Calibration of Electromagnetic Navigation Systems

IROS 2025

Electromagnetic Navigation Systems enable remote actuation of untethered micro and nanorobots, as well as the precise control of magnetic surgical tools for minimally invasive medical procedures. Accurate modeling of the magnetic fields generated by the electromagnets composing these systems is esse

Cited by 1SourceScholar
2025

Orthogonal Pulse-Width-Modulation for Combined Electromagnetic Actuation and Localization

RA-L 2025

Electromagnetic Navigation Systems can be used to remotely guide medical devices such as magnetic catheters or guidewires, holding potential in a variety of minimally invasive surgical applications. This paper introduces a method to simultaneously actuate and localize a tethered magnetic device with

Cited by 3SourceScholar
2024

Fast Rotating Magnetic Fields in Open Workspace Using Resonant Magnetic Actuation Systems With Magnetic Decoupling

RA-L 2024

Resonant electromagnetic navigation systems generate controllable oscillating and rotating magnetic fields using resonant electronic networks. This modality holds great potential to control untethered magnetic robots remotely for medical applications using fast rotating magnetic fields. However, the

Cited by 2SourceScholar
2022

Shape memory polymer variable stiffness magnetic catheters with hybrid stiffness control

IROS 2022poster

Variable stiffness catheters typically rely on thermally induced stiffness transitions with a transition temperature above body temperature. This imposes considerable safety limitations for medical applications. In this work, we present a variable stiffness catheter using a hybrid control strategy c…

Cited by 11SourceScholar
2022

Using Magnetic Fields to Navigate and Simultaneously Localize Catheters in Endoluminal Environments

RA-L 2022

Remote magnetic navigation offers an ideal platform for automated catheter navigation. Magnetically guided catheters show great dexterity and can reach locations that are otherwise challenging to access. By automating aspects of catheterization procedures, we can simplify and expedite the procedure

Cited by 29SourceScholar
2020

A Topology Layer for Machine Learning

AISTATS 2020poster

Topology applied to real world data using persistent homology has started to find applications within machine learning, including deep learning. We present a differentiable topology layer that computes persistent homology based on level set filtrations and edge-based filtrations. We present three n…

2020

Modeling Electromagnetic Navigation Systems for Medical Applications using Random Forests and Artificial Neural Networks

ICRA 2020poster

Electromagnetic Navigation Systems (eMNS) can be used to control a variety of multiscale devices within the human body for remote surgery. Accurate modeling of the magnetic fields generated by the electromagnets of an eMNS is crucial for the precise control of these devices. Existing methods assume…

Cited by 16SourceScholar
2020

Reconfigurable Magnetic Microswarm for Thrombolysis under Ultrasound Imaging

ICRA 2020poster

We propose thrombolysis using a magnetic nanoparticle microswarm with tissue plasminogen activator (tPA) under ultrasound imaging. The microswarm is generated in blood using an oscillating magnetic field and can be navigated with locomotion along both the long and short axis. By modulating the input…

Cited by 31SourceScholar
2019

A Magnetically Steered Endolaser Probe for Automated Panretinal Photocoagulation

RA-L 2019

The advanced state of diabetic retinopathy, a leading cause of blindness, is treated by panretinal photocoagulation (PRP), a repetitive procedure performed by a surgeon using a handheld laser probe. In its place we propose a soft-robotic flexible probe precisely steered using magnetic fields generat

Cited by 20SourceScholar
2019

A Microrobotic System for Simultaneous Measurement of Turgor Pressure and Cell-Wall Elasticity of Individual Growing Plant Cells

RA-L 2019

Plant growth and morphogenesis is directed by cell division and the expansion of individual cells. How the tightly controlled process of cell expansion is regulated is poorly understood. We introduce a microrobotic platform able to separately measure the turgor pressure and cell wall elasticity of i

Cited by 10SourceScholar
2018

Design and Evaluation of a Steerable Magnetic Sheath for Cardiac Ablations

RA-L 2018

Precise catheter control is crucial to the success of radiofrequency cardiac arrhythmia ablations. Remote control using external magnetic fields to directly steer the catheter tip is a promising strategy to accurately and easily perform cardiac catheter steering. Magnetic catheters must be flexible

Cited by 39SourceScholar
2018

Kinematic Analysis of Magnetic Continuum Robots Using Continuation Method and Bifurcation Analysis

RA-L 2018

Magnetic continuum robots (m-CR) have grown interest in several applicative contexts that take benefits from their high flexibility and remote control. When submitted to external magnetic fields, m-CR exhibit large elastic deformations, which may lead to a highly nonlinear and complex behavior that

Cited by 22SourceScholar
2018

Stereo Holographic Diffraction Based Tracking of Microrobots

RA-L 2018

Three-dimensional (3-D) tracking of microrobots is demonstrated using stereo holographic projections. The method detects the lateral position of a microrobot in two orthogonal in-line holography images and triangulates to obtain the 3-D position in an observable volume of 1 cm <inline-formula xmlns:

Cited by 2SourceScholar
2017

A variable stiffness catheter controlled with an external magnetic field

IROS 2017poster

Remote magnetic navigation of catheters is a technique used to perform radiofrequency ablation of heart tissue in order to treat cardiac arrhythmias. The flexible magnetic catheters used in this context are in some cases not sufficiently dexterous to navigate the complex and patient-specific anatomy…

Cited by 92SourceScholar
2017

Automated Particle Collection for Protein Crystal Harvesting

RA-L 2017

A robust automated system to collect protein crystals for X-ray crystallography is presented. This system uses an ultraviolet imaging system based on commercial off-the-shelf components, a magnetically manipulated tool, and a resilient behavior-based controller. The system is validated by collecting

Cited by 5SourceScholar
2017

In vivo tracking and measurement of pollen tube vesicle motion

ICRA 2017poster

Particle tracking has emerged as a powerful tool for investigating the swarm control of microrobots and the dynamic biological processes in the life sciences. In seed plants, pollen tubes, a part of the male gametophyte, are excellent models for understanding plant growth and cellular behavior, beca…

Cited by 2SourceScholar
2017

Optimization of Tail Geometry for the Propulsion of Soft Microrobots

RA-L 2017

Recent advances in smart materials and microfabrication techniques lead to the development of microrobots for on-demand and targeted therapy. Self-folded hydrogel tubes are particularly promising vehicles as they provide relatively large surface area-to-volume ratio and cargo space for therapeutic a

Cited by 29SourceScholar
2017

Real-Time Holographic Tracking and Control of Microrobots

RA-L 2017

Digital holography is used to track the three-dimensional position of a magnetic microrobot maneuvered in real time by means of an electromagnetic manipulation system. The method presented is able to process holograms at 40 Hz with a position accuracy in the imaging plane and in depth of <inline-for

Cited by 19SourceScholar
2017

Shared control of a magnetic microcatheter for vitreoretinal targeted drug delivery

ICRA 2017poster

Retinal diseases including age-related macular degeneration and diabetic retinopathy are leading causes of visual impairment and a growing medical crisis worldwide. As a result, new therapies and methods of safely delivering these new therapies can be of significant benefit to society. In this paper…

Cited by 26SourceScholar
2016

Magnetic microrobots with addressable shape control

ICRA 2016

Shape shifting soft microrobots are generated from self-folding hydrogel bilayer structures. The folding conditions are analyzed to develop an optimal strategy for producing desired three-dimensional shapes. We present two different methods for programming magnetization in these microrobots that are

Cited by 16SourceScholar
2016

Magnetic needle guidance for neurosurgery: Initial design and proof of concept

ICRA 2016

A magnetic-tip steerable needle is presented with application to aiding deep brain stimulation electrode placement. The magnetic needle is 1.3mm in diameter at the tip with a 0.7mm diameter shaft, which is selected to match the size of a deep brain stimulation electrode. The tip orientation is contr

Cited by 41SourceScholar
2016

Model Predictive Control of a Magnetically Guided Rolling Microrobot

RA-L 2016

In this work, we present a model predictive control (MPC) approach to the motion control of a nonholonomic rolling microrobot. The mobile microrobot is designed to follow a rotating magnetic field such that it rolls on a supporting surface in a low Reynold's number liquid environment. The MPC framew

Cited by 32SourceScholar
2015

Magnetically actuated and guided milli-gripper for medical applications

ICRA 2015poster

This paper presents the design, kinematics, fabrication, and magnetic manipulation of a milli-gripper for medical applications. The design employs a permanent magnet for two purposes. It actuates the compliant gripper and allows for maneuverability of the milli-gripper in an externally applied magne…

Cited by 23SourceScholar
2015

Navigation of a rolling microrobot in cluttered environments for automated crystal harvesting

IROS 2015poster

In this paper, we present a holistic system for automating the motion of a rolling microrobot for protein crystal harvesting. The RodBot, which was introduced in previous work, is able to perform noncontact manipulation of microscopic objects such as fragile crystals by trapping them in an induced v…

Cited by 9SourceScholar
2015

RodBot: A rolling microrobot for micromanipulation

ICRA 2015poster

We introduce the modelling and control of a rolling microrobot. The microrobot is capable of manipulating micro-objects through the use of a magnetic visual control system. This system consists of a rod-shaped microrobot, a magnetic actuation system and a visual control system. Motion of the rolling…

Cited by 52SourceScholar
2015

Tracking a magnetically guided catheter with a single rotating C-Arm

ICRA 2015poster

This paper presents a method to localize a magnetically guided catheter using a single rotating C-Arm. Because the three dimensional position of the catheter tip, when extracted from a single view, contains large uncertainties, we propose to combine multiple views by rotating the C-Arm and using a K…

Cited by 18SourceScholar