Experimental Dataset of the proof-of-concept study using passive BCI for personalization of assistive wearable devices

This file includes the raw dataset for the proof-of-concept experiments on the viability of using brain activity for evaluation of user preference in a movement augmented by a wearable exoskeleton. The experiment and the results are detailed in the following publication:

Mahmoudi, A., Khosrotabar, M., Gramann, K., Rinderknecht, S., & Sharbafi, M. A. (2025). Using passive BCI for personalization of assistive wearable devices: a proof-of-concept study. IEEE Transactions on Neural Systems and Rehabilitation Engineering.

The dataset includes the participant data, EEG channel location map, and the raw EEG, encoder, PAM pressure and user preference signals. It also includes the processed EEG and encoder data and the independent component analysis results for all participants.

Identifier
Source https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/4815
Related Identifier IsSupplementTo https://doi.org/10.1109/TNSRE.2025.3530154
Metadata Access https://tudatalib.ulb.tu-darmstadt.de/server/oai/openairedata?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:tudatalib.ulb.tu-darmstadt.de:tudatalib/4815
Provenance
Creator Mahmoudi Khomami, Asghar ORCID logo; Khosrotabar, Morteza ORCID logo; Gramann, Klaus; Rinderknecht, Stephan; Ahmad Sharbafi, Maziar ORCID logo
Publisher Technische Universität Darmstadt
Contributor Deutsche Forschungsgemeinschaft; Technische Universität Darmstadt
Publication Year 2025
Funding Reference Deutsche Forschungsgemeinschaft info:eu-repo/grantAgreement/DFG/GRK2761/TP_Rinderknecht_GRK_; Deutsche Forschungsgemeinschaft info:eu-repo/grantAgreement/DFG/GRK2761/TP_Seyfarth_GRK_2761
Rights Creative Commons Attribution 4.0 International; info:eu-repo/semantics/openAccess; https://creativecommons.org/licenses/by/4.0
OpenAccess true
Contact https://tudatalib.ulb.tu-darmstadt.de/docs/en/kontakt/
Representation
Language English
Resource Type Dataset
Format application/octet-stream
Size 8.95 GB
Discipline Other