Literature DB >> 25588893

Measurement of human rotation behavior for psychological and neuropsychological investigations.

Kaspar Leuenberger1, Reto Hofmann2, Peter Brugger3, Roger Gassert4.   

Abstract

The investigation of rotation behavior in human beings enjoys a longstanding and enduring interest in laterality research. While in animal studies the issue of accurately measuring the number of rotations has been solved and is widely applied in practice, it is still challenging to assess the rotation behavior of humans in daily life. We propose a robust method to assess human rotation behavior based on recordings from a miniature inertial measurement unit that can be worn unobtrusively on a belt. We investigate the effect of different combinations of low-cost sensors-including accelerometers, gyroscopes, and magnetometers-on rotation measurement accuracy, propose a simple calibration procedure, and validate the method on data from a predefined path through and around buildings. Results suggest that a rotation estimation based on the fusion of accelerometer, gyroscope, and magnetometer measurements outperforms methods based solely on earth magnetic field measurements, as proposed in previous studies, by a drop in error rate of up to 32 %. We further show that magnetometer signals do not significantly contribute to measurement accuracy in short-term measurements, and could thus be omitted for improved robustness in environments with magnetic field disturbances. Results also suggest that our simple calibration procedure can compete with more complex approaches and reduce the error rate of the proposed algorithm by up to 38 %.

Entities:  

Keywords:  Accelerometer; Circling behavior; Dopamine; Gyroscope; Inertial measurement unit; Lateral bias; Locomotion; Long-term activity monitoring; Magnetometer; Motor system; Neuropsychiatry; Turning behavior

Mesh:

Year:  2015        PMID: 25588893     DOI: 10.3758/s13428-014-0554-z

Source DB:  PubMed          Journal:  Behav Res Methods        ISSN: 1554-351X


  3 in total

1.  Turning in Circles: Understanding Manual Wheelchair Use Towards Developing User-Friendly Steering Systems.

Authors:  Reto Togni; Andrea Kilchenmann; Alba Proffe; Joel Mullarkey; László Demkó; William R Taylor; Roland Zemp
Journal:  Front Bioeng Biotechnol       Date:  2022-02-17

2.  Dual-Task Treadmill Training for the Prevention of Falls in Parkinson's Disease: Rationale and Study Design.

Authors:  Veit Mylius; Laura Maes; Katrin Negele; Christine Schmid; Ramona Sylvester; Caroline Sharon Brook; Florian Brugger; Santiago Perez-Lloret; Jens Bansi; Kamiar Aminian; Anisoara Paraschiv-Ionescu; Roman Gonzenbach; Peter Brugger
Journal:  Front Rehabil Sci       Date:  2022-03-02

3.  Arm swing asymmetry in overground walking.

Authors:  Tim Killeen; Morad Elshehabi; Linard Filli; Markus A Hobert; Clint Hansen; David Rieger; Kathrin Brockmann; Susanne Nussbaum; Björn Zörner; Marc Bolliger; Armin Curt; Daniela Berg; Walter Maetzler
Journal:  Sci Rep       Date:  2018-08-24       Impact factor: 4.379

  3 in total

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