Dataset for Event Detection in Gait Analysis from 3D Printed Piezoelectric PLA-based Insole on an Instrumented Treadmill

In the experiment, one test person wearing a ferroelectret insole in the right shoe walks on an instrumented treadmill. The dataset contains data from four ferroelectret sensors in the insole and vertical ground reaction forces (GRF) from an instrumented treadmill across five different walking speeds. The ferroelectret insole data are filtered and given in Volt. The GRF treadmill data from the right side are filtered and given in Newton. The data are segmented into steps from one heel strike to the same foot's following heel strike and normalized into 1000 data points per step. Each row contains one step with 1000 columns. The amount of steps/rows depends on the walking speed: 74 for slowest v050, 124 for fastest v150.

Please find the full description in the corresponding publication, full instructions for usage in the README.md file.

Identifier
Source https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/4152
Metadata Access https://tudatalib.ulb.tu-darmstadt.de/oai/openairedata?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:tudatalib.ulb.tu-darmstadt.de:tudatalib/4152
Provenance
Creator Latsch, Bastian; Schäfer, Niklas; Grimmer, Martin; Ben Dali, Omar; Mohseni, Omid; Bleichner, Niklas; Altmann, Alexander; Schaumann, Stephan; Wolf, Sebastian; Seyfarth, Andre; Beckerle, Philipp; Kupnik, Mario
Publisher TU Darmstadt
Contributor Deutsche Forschungsgemeinschaft; TU Darmstadt
Publication Year 2024
Funding Reference Deutsche Forschungsgemeinschaft info:eu-repo/grantAgreement/DFG/GRK2761/TP_Kupnik_GRK_2761; Deutsche Forschungsgemeinschaft info:eu-repo/grantAgreement/DFG/GRK2761/TP_Beckerle_GRK_2761; Deutsche Forschungsgemeinschaft info:eu-repo/grantAgreement/DFG/GRK2761/TP_Seyfarth_GRK_2761; Deutsche Forschungsgemeinschaft info:eu-repo/grantAgreement/DFG/GRK2761/TP_Heidelberg_GRK_27
Rights Creative Commons Attribution 4.0; info:eu-repo/semantics/openAccess
OpenAccess true
Contact https://tudatalib.ulb.tu-darmstadt.de/page/contact
Representation
Language English
Resource Type Dataset
Format application/x-hdf5; application/octet-stream; application/x-python; text/plain
Discipline Other