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Bram Vanderborght

39 accepted papers

2026

3D Printable Crease-Free Origami Vacuum Bending Actuators for Soft Robots

ICRA 2026poster

While vacuum-based bending actuation offers benefits such as safety and compactness in soft robotics, it is often overlooked due to its limited actuation pressure, which restricts both bending angle and force output. This study presents a crease-free, origami-inspired vacuum bending actuator that ad…

Cited by 3SourceScholar
2026

A Cross-Embodiment Gripper Benchmark for Rigid-Object Manipulation in Aerial and Industrial Robotics

RA-L 2026

Robotic grippers are increasingly deployed across industrial, collaborative, and aerial platforms, where each embodiment imposes distinct mechanical, energetic, and operational constraints. Established YCB and NIST benchmarks quantify grasp success, force, or timing on a single platform, but do not

Cited by 0SourceScholar
2025

A Variable Sensing Range Electrical Impedance Tomography Sensor for Robot Electric Skins

RA-L 2025

While stretchable and compressible sensors are commonly used to enhance the proprioception and exteroception of soft robots, their sensitivity and sensing range are constrained by their design and stiffness, often limiting their measurement capabilities. To overcome this limitation, this paper prese

Cited by 1SourceScholar
2024

A Variable Stiffness Anthropomorphic Finger Through Embodied Intelligence Design

RA-L 2024

Most existing anthropomorphic robotic fingers are either too stiff to offer compliance, or too soft to provide postural stability. Yet human subjects tend to stiffen their finger when producing fingertip forces and lower their joint stiffness when grasping objects. Variable joint stiffness is theref

Cited by 3SourceScholar
2024

Accelerating Robotic Picking of Rigid Objects with a Compliant Pneumatic Gripper and an Impact-Aware Trajectory Plan

ICRA 2024poster

Industrial robots are capable of moving at high speed. Each time they come into contact with their environment, e.g. to pick up an object, they decelerate to a near standstill. A solution involving a compliant pneumatic gripper and adapted trajectory plan is presented to initiate contact at a higher…

Cited by 1SourceScholar
2024

Flexible Shaft as Remote and Elastic Transmission for Robot Arms

RA-L 2024

Research on human-friendly robots focuses on safety through software and hardware. Hardware-based safety offers a significant advantage over software-based safety if an accurate hardware model is integrated into the solution. Design of elastic and off-joint actuation has established safety by hardwa

Cited by 0SourceScholar
2024

Mitigating Collision Forces and Improving Response Performance in Human-Robot Interaction by Using Dual-Motor Actuators

RA-L 2024

In collaborative robotics, the safety of humans interacting with cobots is crucial. There is a need for collaborative robots that can move quickly while still being safe. This paper introduces the use of a kinematically redundant actuator in impedance control mode to reduce collision forces, aiming

Cited by 6SourceScholar
2024

Optimistic Reinforcement Learning-Based Skill Insertions for Task and Motion Planning

RA-L 2024

Task and motion planning (TAMP) for robotics manipulation necessitates long-horizon reasoning involving versatile actions and skills. While deterministic actions can be crafted by sampling or optimizing with certain constraints, planning actions with uncertainty, i.e., probabilistic actions, remains

Cited by 2SourceScholar
2024

Where are You? Unscented Particle Filter for Single Range Relative Pose Estimation in Unobservable Motion Using UWB and VIO

RA-L 2024

Real-time relative pose (RP) estimation is a cornerstone for effective multi-agent collaboration. When conventional global positioning infrastructure such as GPS is unavailable, the use of Ultra-Wideband (UWB) technology on each agent provides a practical means to measure inter-agent range. Due to U

Cited by 1SourceScholar
2023

Optimization of Mono- and Bi-Articular Parallel Elastic Elements for a Robotic Arm Performing a Pick-and-Place Task

RA-L 2023

Actuation concepts such as Series Elastic Actuation (SEA), Parallel Elastic Actuation (PEA), and Biarticular Actuation (BA), which introduce elastic elements into the structure, have the potential to reduce the electrical energy consumption of a robot. This letter presents an optimization of the arr

Cited by 5SourceScholar
2023

Synergistic Task and Motion Planning With Reinforcement Learning-Based Non-Prehensile Actions

RA-L 2023

Robotic manipulation in cluttered environments requires synergistic planning among prehensile and non-prehensile actions. Previous works on sampling-based Task and Motion Planning (TAMP) algorithms, e.g. PDDLStream, provide a fast and generalizable solution for multi-modal manipulation. However, the

Cited by 15SourceScholar
2022

A Healable Resistive Heater as a Stimuli-Providing System in Self-Healing Soft Robots

RA-L 2022

Self-healing polymers can address the damage susceptibility in soft robotics. However, in most cases, their healing requires a heat stimulus, provided by an external device. This letter presents a self-healing soft actuator with an integrated healable flexible heater, functioning as the stimuli-prov

Cited by 17SourceScholar
2022

A Methodology for Designing a Lightweight and Energy-Efficient Kinematically Redundant Actuator

RA-L 2022

Redundant actuators enable to distribute power among two motors, which can be selected optimally in terms of efficiency. We propose a methodology that finds effective combinations of motors and gearboxes for a dynamic load, taking into account the constraints, inertia, and efficiency of each compone

Cited by 2SourceScholar
2022

Design and Control of a Quasi-Direct Drive Robotic Gripper for Collision Tolerant Picking At High Speed

RA-L 2022

Faster robotic picking of objects can improve industrial production throughput. A gripper design with appropriate control strategy is demonstrated to pick objects at high speed, while being tolerant to unintentional collisions. The design has a quasi–direct drive with backdrivable, rigid finger mech

Cited by 21SourceScholar
2022

NeuroErgo: A Deep Neural Network Method to Improve Postural Optimization for Ergonomic Human-Robot Collaboration

ICRA 2022poster

Collaborative robots can help industry workers to improve their ergonomics. They can propose a safe and ergonomic posture to the workers to reduce the risk of musculoskeletal disorders. Proposing an ergonomic stance needs postural evaluation and optimization. To optimize the workers' posture, we nee…

Cited by 2SourceScholar
2022

Overload Clutch With Integrated Torque Sensing and Decoupling Detection for Collision Tolerant Hybrid High-Speed Industrial Cobots

RA-L 2022

A hybrid high-speed industrial collaborative robot can switch between collaborative mode and high-speed mode, combining the advantages of both. While promising, this concept comes with some challenges such as dealing with collisions at high speed. An overload clutch with integrated torque sensing an

Cited by 5SourceScholar
2022

Quasi-Static FEA Model for a Multi-Material Soft Pneumatic Actuator in SOFA

RA-L 2022

The increasing interest in soft robotics has led to new designs that exploit the combination of multiple materials, increasing robustness and enhancing performance. However, the combination of multiple non-linear materials makes modelling and eventual control of these highly flexible systems challen

Cited by 6SourceScholar
2022

Safe, Fast, and Efficient Distributed Receding Horizon Constrained Control of Aerial Robot Swarms

RA-L 2022

This letter proposes a reactive, safe, and high-performance distributed constrained control law for ensuring safety in multi-UAV systems. The UAVs possess higher-order nonlinear dynamics and are subject to actuation and collision avoidance constraints. To address the case of real-time multi-UAV coll

Cited by 13SourceScholar
2022

Topology optimized multi-material self-healing actuator with reduced out of plane deformation

IROS 2022poster

Recent advances in soft robotics in academia have led to the adoption of soft grippers in industrial settings. Due to their soft bending actuators, these grippers can handle delicate objects with great care. However, due to their flexibility, the actuators are prone to out-of-plane deformations upon…

Cited by 5SourceScholar
2021

Overload Clutch Design for Collision Tolerant High-Speed Industrial Robots

RA-L 2021

Industrial robots can collide due to malfunctioning, wrong user input or unforeseen changes in the environment in which they operate. Different solutions exist to minimize the damage caused by a collision, either absorbed by the environment or by the robot itself. The specific solution depends on th

Cited by 10SourceScholar
2020

On the use of (lockable) parallel elasticity in active prosthetic ankles

IROS 2020poster

New challenges arise when investigating the use of active prostheses for lower limb replacement, such as high motor power requirements, leading to increased weight and reduced autonomy. Series and parallel elasticity are often explored to reduce the necessary motor power but often the effect on the…

Cited by 2SourceScholar
2020

Scaling laws for parallel motor-gearbox arrangements

IROS 2020poster

Research towards (compliant) actuators, especially redundant ones like the Series Parallel Elastic Actuator (SPEA), has led to the development of drive trains, which have demonstrated to increase efficiency, torque-to-mass-ratio, power-to-mass ratio, etc. In the field of robotics such drive trains c…

Cited by 3SourceScholar
2019

A Hopping Robot Driven by a Series Elastic Dual-Motor Actuator

RA-L 2019

In this letter, we present the kinematically redundant series elastic dual-motor actuator (SEDMA). It consists of two motors, coupled to a series spring through a planetary differential. The redundant degree of freedom of this system can be exploited to optimize a specific aspect of the actuation ta

Cited by 22SourceScholar
2019

Modeling, Design and Test-Bench Validation of a Semi-Active Propulsive Ankle Prosthesis With a Clutched Series Elastic Actuator

RA-L 2019

Driven by the desire of amputees to reduce their physical shortcomings, prosthetic feet evolved from passive to propulsive bionic feet, actuated by different types of compliant actuators to provide the push-off power and with the advantage of reducing the motor power requirements. The two-latest in-

Cited by 27SourceScholar
2019

Novel Lockable and Stackable Compliant Actuation Unit for Modular +SPEA Actuators

RA-L 2019

On compliant robotic systems, modularity is recently adopted for the ease of up- and downscaling and the possibility to downgrade the costs, by moving towards the combination of standard units instead of custom designs. However, modularity on the actuator level itself lacks more thorough evaluation.

Cited by 3SourceScholar
2018

A Pneumatic Artificial Muscle Manufactured Out of Self-Healing Polymers That Can Repair Macroscopic Damages

RA-L 2018

Pneumatic muscles are mostly constructed out of flexible membranes and are implemented in a wide range of robotic applications. In these soft materials, perforations are often caused by overpressuring of the muscles and wear. In many cases, this leads to limited numbers of actuation cycles. In this

Cited by 39SourceScholar
2018

Constrained Control of Robotic Manipulators Using the Explicit Reference Governor

IROS 2018poster

Robotic manipulators that are intended to interact with humans in their operating region are systems that need formal safety guarantees. Current solutions cannot handle both input and state constraints, have difficulties handling nonconvex constraints, or are computationally too expensive. To tackle…

Cited by 15SourceScholar
2017

A novel modular compliant knee joint actuator for use in assistive and rehabilitation orthoses

IROS 2017poster

Despite significant advancements in the field of wearable robots (WRs), commercial WRs still use traditional direct-drive actuation units to power their joints. On the other hand, in research prototypes compliant actuators are increasingly being used to more adequately address the issues of safety,…

Cited by 13SourceScholar
2017

Design of a collaborative architecture for human-robot assembly tasks

IROS 2017poster

Collaborative robots, the so-called cobots, that work together with the human, are becoming more and more popular in the industrial world. An example of an application where these robots are useful is the assembly task. In this case, the human and the robot complement each other. On one side, the hu…

Cited by 111SourceScholar
2017

Discrete binary muscle-inspired actuation with motor unit overpowering and binary control strategy

IROS 2017poster

On novel actuator research in the field of cellular muscle-inspired actuators, skeletal muscles are often used as inspiration due to their modular and compact design and seemingly effortless control. Amongst others, the remaining challenges to tackle are robust designs, energy consumption minimizati…

Cited by 4SourceScholar
2017

The Variable Boundary Layer Sliding Mode Control: A Safe and Performant Control for Compliant Joint Manipulators

RA-L 2017

The control of compliant joint manipulators is challenging for two reasons. First, the elastic elements of the compliant actuators can store an important amount of energy that can be potentially dangerous and needs therefore to be controlled. Second, the compliance introduces nonlinearities and unce

Cited by 51SourceScholar
2016

+SPEA introduction: Drastic actuator energy requirement reduction by symbiosis of parallel motors, springs and locking mechanisms

ICRA 2016

Modern actuation schematics become increasingly ingenious by deploying springs and locking mechanisms in series and/or parallel. Many of these solutions are, however, tailored for a specific application and a general schematic that allows for drastic energy reduction remains a challenge. We have dev

Cited by 29SourceScholar
2016

Energy Consumption of Geared DC Motors in Dynamic Applications: Comparing Modeling Approaches

RA-L 2016

In recent years, many works have appeared, which present novel mechanical designs, control strategies, or trajectory planning algorithms for improved energy efficiency. The actuator model is an essential part of these works, since the optimization of energy consumption strongly depends of the accura

Cited by 59SourceScholar
2015

A selective recruitment strategy for exploiting muscle-like actuator impedance properties

IROS 2015poster

Two leading qualities of skeletal muscle that produce good performance in uncertain environments are damage tolerance and the ability to modulate impedance. For this reason, robotics researchers are greatly interested in discovering the key characteristics of muscles that give them these properties…

Cited by 5SourceScholar
2015

Cylindrical cam mechanism for unlimited subsequent spring recruitment in Series-Parallel Elastic Actuators

ICRA 2015poster

Series-Parallel Elastic Actuators (SPEA) enable variable recruitment of parallel springs and variable load cancellation. In previous work, we validated a MACCEPA-based SPEA prototype with a self-closing intermittent mechanism, to reduce motor load and improve energy efficiency. However, the mechanis…

Cited by 23SourceScholar
2015

Investigation of self-healing compliant actuators for robotics

ICRA 2015poster

Last 15 years, a wide range of self-healing (SH) materials has been developed and recently these materials are increasingly used in applications in multiple fields, like the automotive industry and aerospace. However, so far this material technology is not yet explored in robotics. The introduction…

Cited by 22SourceScholar
2015

Torsion MACCEPA: A novel compact compliant actuator designed around the drive axis

ICRA 2015poster

The Mechanically Adjustable Compliance and Controllable Equilibrium Position Actuator (MACCEPA) is a Variable Stiffness Actuator (VSA) where both equilibrium position and stiffness of the actuator can be controlled independently. It uses only one linear spring and has a simple design but its compact…

Cited by 31SourceScholar