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Measurement of horses gaits using geo-sensors
Högskolan i Gävle, Akademin för teknik och miljö, Avdelningen för elektronik, matematik och naturvetenskap.
Högskolan i Gävle, Akademin för teknik och miljö, Avdelningen för elektronik, matematik och naturvetenskap, Elektronik.ORCID-id: 0000-0001-5429-7223
2015 (engelsk)Inngår i: 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2015, s. 330-333Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

The aim of this thesis is to determine the horse's gait types using the acceleration values measured from the horse. Measurements were taken at a race track in Gävle, Sweden. A total of five Nanotrak sensors were used, four on the different parts of the horse, and one on the hand of the horse's driver; a car was driven parallel to the horse and the motions of the horse was recorded by a camera in order to synchronize with the data measured by the sensors. In total four sets of measurements were recorded. The software to process the data was Matlab, and the main mathematical tool to analyze it was Short Time Fourier Transform (STFT), different windows were evaluated as well as the data length. The method for classification of horse's gaits was categorized as amplitude of the fundamental frequency component. The method shows promising results with a misclassification below one percent. However, higher sampling rate, more measurements and more analysis are needed to be done in the future to find a proper way to automatic determine the horse's gaits. 

sted, utgiver, år, opplag, sider
2015. s. 330-333
Emneord [en]
Acceleration, Classification, Horse's gaits, Measurement, Sensors, Short time Fourier transform, Window functions, Classification (of information), MATLAB, Measurements, Fundamental frequencies, Mathematical tools, Misclassifications, Race tracks, Sampling rates, Short time Fourier transforms, Mathematical transformations
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Identifikatorer
URN: urn:nbn:se:hig:diva-20222DOI: 10.1109/I2MTC.2015.7151289ISI: 000380587900057Scopus ID: 2-s2.0-84938898802ISBN: 9781479961139 (tryckt)OAI: oai:DiVA.org:hig-20222DiVA, id: diva2:852397
Konferanse
2015 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2015, 11-14 May 2015, Pisa, Italy
Tilgjengelig fra: 2015-09-09 Laget: 2015-09-09 Sist oppdatert: 2018-03-13bibliografisk kontrollert

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