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20172022
most citedData Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks

630 citations · 696 across the 22 of their papers we have counts for

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5 papers · 1 filter

cs.RO2021

Linear-Time Contact and Friction Dynamics in Maximal Coordinates using Variational Integrators

Jan Brüdigam, Jana Janeva, Stefan Sosnowski +1

Simulation of contact and friction dynamics is an important basis for control- and learning-based algorithms. However, the numerical difficulties of contact interactions pose a cha…

cs.RO2021

Distributed Event- and Self-Triggered Coverage Control with Speed Constrained Unicycle Robots

Yuni Zhou, Lingxuan Kong, Stefan Sosnowski +2

Voronoi coverage control is a particular problem of importance in the area of multi-robot systems, which considers a network of multiple autonomous robots, tasked with optimally co…

cs.RO202117 cited

Gaussian Process-based Stochastic Model Predictive Control for Overtaking in Autonomous Racing

Tim Brüdigam, Alexandre Capone, Sandra Hirche +2

A fundamental aspect of racing is overtaking other race cars. Whereas previous research on autonomous racing has majorly focused on lap-time optimization, here, we propose a method…

cs.RO2018

Fully distributed cooperation for networked uncertain mobile manipulators

Yi Ren, Sandra Hirche

This paper investigates a fully distributed cooperation scheme for networked mobile manipulators. To achieve cooperative task allocation in a distributed way, an adaptation-based e…

cs.RO20176 cited

Object Handover Prediction using Gaussian Processes clustered with Trajectory Classification

Muriel Lang, Satoshi Endo, Oliver Dunkley +1

A robotic system which approximates the user intention and appropriate complimentary motion is critical for successful human-robot interaction. %While the existing wearable sensors…