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Matteo Laffranchi

9 accepted papers

2026

Optimal Trajectory Planning for Human-Like Energy Efficient Motion of Lower Limb Exoskeletons

RA-L 2026

Motion planning is a critical aspect of lower-limb exoskeleton control. Conventional motion planning approaches compute reference trajectories in task space, leading to infeasible or uncomfortable joint level motions. Conversely, joint space planning methods ensure feasibility but may fail to reprod

Cited by 0SourceScholar
2024

An adaptable ankle trajectory generation method for lower-limb exoskeletons by means of safety constraints computation and minimum jerk planning

ICRA 2024poster

This paper presents a method to compute smooth ankle trajectories for lower limb exoskeletons with powered ankle joints. The proposed approach defines ankle trajectories using four polynomial functions, each representing one of the four primary phases of gait. These polynomials are computed accordin…

Cited by 6SourceScholar
2024

Design Improvements to the Float Upper-Limb Exoskeleton Better Mimics the Glenohumeral Complex Kinematics

IROS 2024poster

The shoulder glenohumeral complex stands out as one of the most complex structures within the human body. Designing a system that can effectively interface with it poses a significant challenge for researchers. In this study, we propose a methodology based on evaluating various metrics to assess the…

Cited by 0SourceScholar
2024

Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning

RA-L 2024

Noninvasive human-machine interfaces such as surface electromyography (sEMG) have long been employed for controlling robotic prostheses. However, classical controllers are limited to few degrees of freedom (DoF). More recently, machine learning methods have been proposed to learn personalized contro

Cited by 13SourcecodeScholar
2022

An Over-Actuated Bionic Knee Prosthesis: Modeling, Design and Preliminary Experimental Characterization

ICRA 2022poster

A pressing challenge in the design of actuated knee prostheses is the ability to address the high variation of speed and torque requirements for the different types and phases of locomotion. This manuscript presents a novel over-actuated knee prosthesis which makes use of a dual motor actuation arch…

Cited by 9SourceScholar
2021

Hannes Prosthesis Control Based on Regression Machine Learning Algorithms

IROS 2021

The quality of life for upper limb amputees can be greatly improved by the adoption of poly-articulated myoelectric prostheses. Typically, in these applications, a pattern recognition algorithm is used to control the system by converting the recorded electromyographic activity (EMG) into complex mul

Cited by 16SourceScholar
2020

Analysis, Development and Evaluation of Electro-Hydrostatic Technology for Lower Limb Prostheses Applications

IROS 2020poster

This paper presents electro-hydrostatic actuation as a valid substitute of electro-mechanical devices for powered knee prostheses. The work covers the design of a test rig exploiting linear electro-hydrostatic actuation. Typical control laws for prosthesis actuators are discussed, implemented and va…

Cited by 8SourceScholar
2020

Gait patterns generation based on basis functions interpolation for the TWIN lower-limb exoskeleton

ICRA 2020poster

Since the uprising of new biomedical orthotic devices, exoskeletons have been put in the spotlight for their possible use in rehabilitation. Even if these products might share some commonalities among them in terms of overall structure, degrees of freedom and possible actions, they quite often diffe…

Cited by 26SourceScholar
2015

Damping control of variable damping compliant actuators

ICRA 2015poster

The development of variable impedance actuators (VIAs) has highlighted the need for proper control of passive impedance to attain suitable interaction performance. Until recently the regulation of the intrinsic impedance in VIAs is achieved in an open-loop model-based manner, mainly due to the lack…

Cited by 17SourceScholar