CARRT-Motion Capture Data for Robotic Human Upper Body Model.

OpenSim Robotic Human Upper Body Model activities of daily living motion capture system

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
10 Oct 2023
Historique:
received: 16 09 2023
revised: 07 10 2023
accepted: 09 10 2023
medline: 30 10 2023
pubmed: 28 10 2023
entrez: 28 10 2023
Statut: epublish

Résumé

In recent years, researchers have focused on analyzing humans' daily living activities to study various performance metrics that humans subconsciously optimize while performing a particular task. In order to recreate these motions in robotic structures based on the human model, researchers developed a framework for robot motion planning which is able to use various optimization methods to replicate similar motions demonstrated by humans. As part of this process, it will be necessary to record the motions data of the human body and the objects involved in order to provide all the essential information for motion planning. This paper aims to provide a dataset of human motion performing activities of daily living that consists of detailed and accurate human whole-body motion data collected using a Vicon motion capture system. The data have been utilized to generate a subject-specific full-body model within OpenSim. Additionally, it facilitated the computation of joint angles within the OpenSim framework, which can subsequently be applied to the subject-specific robotic model developed MATLAB framework. The dataset comprises nine daily living activities and eight Range of Motion activities performed by ten healthy participants and with two repetitions of each variation of one action, resulting in 340 demonstrations of all the actions. A whole-body human motion database is made available to the public at the Center for Assistive, Rehabilitation, and Robotics Technologies (CARRT)-Motion Capture Data for Robotic Human Upper Body Model, which consists of raw motion data in .c3d format, motion data in .trc format for the OpenSim model, as well as post-processed motion data for the MATLAB-based model.

Identifiants

pubmed: 37896449
pii: s23208354
doi: 10.3390/s23208354
pmc: PMC10611251
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Références

Ann Biomed Eng. 2005 Jun;33(6):829-40
pubmed: 16078622
IEEE Trans Biomed Eng. 2016 Oct;63(10):2068-79
pubmed: 27392337
Sensors (Basel). 2023 Apr 12;23(8):
pubmed: 37112253
Age Ageing. 1996 Mar;25(2):113-20
pubmed: 8670538
Clin Biomech (Bristol, Avon). 2005 Jul;20(6):591-9
pubmed: 15890439

Auteurs

Urvish Trivedi (U)

Department of Mechanical Engineering, University of South Florida, Tampa, FL 33620, USA.

Redwan Alqasemi (R)

Department of Mechanical Engineering, University of South Florida, Tampa, FL 33620, USA.

Rajiv Dubey (R)

Department of Mechanical Engineering, University of South Florida, Tampa, FL 33620, USA.

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Classifications MeSH