Data and code for "The sense and control of standing balance in the presence of motor noise"

DOI

These files contain the MATLAB code and data required to reproduce Figures 2–4 and Supplementary material of “The sense and control of standing balance in the presence of motor noise”. The Data folder contains .mat files with all trials of participants from Experiment 1, 2, and 3 separately. Data include measured whole-body angle, forces and moments, together with derived measures such as angular velocity, d′, thresholds, and power. The supplementary material contains descriptions of the Linear Quadratic Regulator (LQR) model simulations together with for the supplementary figures (S1-2). The LQR model represents balance control as an inverted pendulum stabilized by optimal state feedback with a Smith predictor to compensate for sensory and motor delays, and includes nonlinear elements such as ankle stiffness, signal-dependent motor noise, and muscle activation dynamics. The MATLAB code of the LQR model is also provided and further details on the implementation can be found at https://github.com/AminMNasr/NonlinearityLQR.git.

The data files must be stored in the same folder as the processing code. An error will be thrown if data cannot be found. All individual trials are collected a single MATLAB table, where each row corresponds to a trial. This table contains columns corresponding to the subject number, condition, and other timeseries of measured variables.

Identifier
DOI https://doi.org/10.34894/WB4YTD
Related Identifier IsCitedBy https://doi.org/10.1152/japplphysiol.00325.2025
Metadata Access https://dataverse.nl/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.34894/WB4YTD
Provenance
Creator Mensink, Lucas ORCID logo; Nasrabadi, Amin ORCID logo; Rasman, Brandon ORCID logo; Blouin, Jean-Sebastien; Forbes, Patrick ORCID logo
Publisher DataverseNL
Contributor Forbes, Patrick
Publication Year 2025
Funding Reference The Dutch Research Council (NWO) VI.Vidi.203.066 and 406.18.511
Rights CC0-1.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/publicdomain/zero/1.0
OpenAccess true
Contact Forbes, Patrick (Erasmus MC)
Representation
Resource Type Dataset
Format text/x-matlab; text/plain; application/matlab-mat; application/pdf; text/markdown
Size 50163; 3888; 4874; 4475; 9106; 243; 171403677; 131825623; 101061141; 885; 1195; 8449; 3505465; 5447773; 5444630; 5446448; 5444539; 5446878; 272099; 272585; 9264; 9074; 14577; 2873
Version 1.0
Discipline Life Sciences; Medicine