IEEE J Biomed Health Inform - Integrated inertial sensors and mobile computing for real-time cycling performance guidance via pedaling profile classification.

Tópicos

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Resumo

Today, the bicycle is utilized as a daily commute tool, a physical rehabilitation asset, and sporting equipment, prompting studies into the biomechanics of cycling. Of the number of important parameters that affect cycling efficiency, the foot angle profile is one of the most important as it correlates directly with the effective force applied to the bike. However, there has been no compact and portable solution for measuring the foot angle and for providing the cyclist with real-time feedback due to a number of difficulties of the current tracking and sensing technologies and the myriad types of bikes available. This paper presents a novel sensing and mobile computing system for classifying the foot angle profiles during cycling and for providing real-time guidance to the user to achieve the correct profile. Continuous foot angle tracking is firstly converted into a discrete problem requiring only recognition of acceleration profiles of the foot using a single shoe mounted tri-axial accelerometer during each pedaling cycle. A classification method is then applied to identify the pedaling profile. Finally, a mobile solution is presented to provide real-time signal processing and guidance.

Resumo Limpo

today bicycl util daili commut tool physic rehabilit asset sport equip prompt studi biomechan cycl number import paramet affect cycl effici foot angl profil one import correl direct effect forc appli bike howev compact portabl solut measur foot angl provid cyclist realtim feedback due number difficulti current track sens technolog myriad type bike avail paper present novel sens mobil comput system classifi foot angl profil cycl provid realtim guidanc user achiev correct profil continu foot angl track first convert discret problem requir recognit acceler profil foot use singl shoe mount triaxial acceleromet pedal cycl classif method appli identifi pedal profil final mobil solut present provid realtim signal process guidanc

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