Is a standalone inertial measurement unit accurate and precise enough for quantification of movement symmetry in the horse?
Abstract: Standalone 'low-cost' inertial measurement units (IMUs) could facilitate large-scale studies into establishing minimal important differences (MID) for orthopaedic deficits (lameness) in horses. We investigated accuracy and limits of agreement (LoA) after correction of magnitude-dependent differences of a standalone 6 degree-of-freedom IMU compared with an established IMU-based gait analysis system (MTx) in six horses for two anatomical landmarks (sacrum and sternum). Established symmetry measures were calculated from vertical displacement: symmetry index (SI), difference between minima (MinDiff) and difference between maxima (MaxDiff). For the sacrum, LoA were ± 0.095 for SI, ± 6.6 mm for MinDiff and ± 4.3 mm for MaxDiff. For the sternum, LoA values were ± 0.088 for SI, ± 5.0 mm for MinDiff and ± 4.2 mm for MaxDiff. Compared with reference data from mildly lame horses, SI values indicate sufficient precision, whereas MinDiff and MaxDiff values are less favourable. Future studies should investigate specific calibration and processing algorithms further improving standalone IMU performance.
Publication Date: 2013-08-15 PubMed ID: 23947386DOI: 10.1080/10255842.2013.819857Google Scholar: Lookup
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- Journal Article
- Research Support
- Non-U.S. Gov't
Summary
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The research article studies the accuracy and precision of standalone, low-cost inertial measurement units (IMUs) in measuring movement symmetry in horses, specifically for orthopaedic deficits. The study compared the results with an established gait analysis system and concluded that the standalone IMUs provide sufficient precision but have scope for improvement.
Understanding Inertial Measurement Units (IMUs)
- IMUs are devices that measure and report a body’s specific force, angular rate and orientation. These devices are important for motion tracking applications and can facilitate large-scale studies into identifying minimal important differences (MID) for orthopaedic deficits in horses.
- The research investigates a standalone 6 degree-of-freedom IMU which is a low-cost solution compared to more expensive, fully-equipped gait analysis systems.
Understanding the Study Design
- The study was conducted on six horses for two anatomical landmarks: sacrum (the base of the spine) and sternum.
- The symmetry measures used were the symmetry index (SI), the difference between minima (MinDiff) and the difference between maxima (MaxDiff), are calculated from vertical displacement.
Results and Interpretation
- The Limits of Agreement (LoA), which indicate how well the standalone IMU matches the established system, calculated for the sacrum were ± 0.095 for SI, ± 6.6 mm for MinDiff and ± 4.3 mm for MaxDiff. For the sternum, the LoA values were ± 0.088 for SI, ± 5.0 mm for MinDiff and ± 4.2 mm for MaxDiff.
- When compared to reference data from mildly lame horses, the SI values were deemed accurate enough, indicating that the standalone IMU performs with sufficient precision in measuring symmetry index.
- However, the MinDiff and MaxDiff values were less favorable, suggesting that the standalone IMU’s performance in accurately measuring these parameters could be improved.
Conclusions and Future Works
- The study finds that standalone IMUs could provide a cheaper and fairly accurate alternative to established gait analysis systems for studying orthopaedic deficits in horses.
- However, they recommend that future studies should investigate specific calibration and processing algorithms that could further improve the performance of standalone IMUs.
Cite This Article
APA
Brighton C, Olsen E, Pfau T.
(2013).
Is a standalone inertial measurement unit accurate and precise enough for quantification of movement symmetry in the horse?
Comput Methods Biomech Biomed Engin, 18(5), 527-532.
https://doi.org/10.1080/10255842.2013.819857 Publication
Researcher Affiliations
- a Department of Clinical Sciences and Services , The Royal Veterinary College, University of London , Hawkshead Lane, North Mymms, Hatfield AL9 7TA , UK.
MeSH Terms
- Algorithms
- Animals
- Gait / physiology
- Horses / physiology
- Movement / physiology
- Physical Conditioning, Animal
- Regression Analysis
Citations
This article has been cited 7 times.- Sherif T, Twele F, Meller S, Müller-Anders A, Volk HA. Quantification of spinal ataxia in dogs with thoracolumbar spinal cord injury. Front Vet Sci 2023;10:1183755.
- Crecan CM, Peștean CP. Inertial Sensor Technologies-Their Role in Equine Gait Analysis, a Review. Sensors (Basel) 2023 Jul 11;23(14).
- Sherif T, Twele F, Meller S, Müller-Anders A, Volk HA. Quantification of phenobarbital-induced ataxia in dogs with idiopathic epilepsy. Front Vet Sci 2023;10:1168335.
- Bosch S, Serra Bragança F, Marin-Perianu M, Marin-Perianu R, van der Zwaag BJ, Voskamp J, Back W, van Weeren R, Havinga P. EquiMoves: A Wireless Networked Inertial Measurement System for Objective Examination of Horse Gait. Sensors (Basel) 2018 Mar 13;18(3).
- Ladha C, O'Sullivan J, Belshaw Z, Asher L. GaitKeeper: A System for Measuring Canine Gait. Sensors (Basel) 2017 Feb 8;17(2).
- Straß L, Meller S, Twele F, Volk HA. Objective evaluation of gait abnormalities in dogs with a thoracolumbar myelopathy using a pressure-sensing walkway. Front Vet Sci 2025;12:1727929.
- Asti V, Ablondi M, Molle A, Zanotti A, Vasini M, Sabbioni A. Inertial measurement unit technology for gait detection: a comprehensive evaluation of gait traits in two Italian horse breeds. Front Vet Sci 2024;11:1459553.
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