MIDL 2021

International Conference on
Medical Imaging with Deep Learning
5. bis 7. Juli 2021

Cycling Monitoring System - Sensing Cycling Performance via a Pedal-Integrated IMU

TitleCycling Monitoring System - Sensing Cycling Performance via a Pedal-Integrated IMU
Publication TypeJournal Article
Year of Publication2020
AuthorsFudickar S., Kappes R., Horstmann M., Isken M., Hein A.
JournalNanomaterials and Energy
Pages1 - 6
Date Published2020
Publication Languageeng
Keywordsprocessing, sensors, system

With increasing accident rates for elderly cyclists when using electrically powered bicycles, behavioural models for cyclists that consider the underlying functional and cognitive processes are required. Such models must be generated based on experiments conducted in realistic driving conditions, since laboratory studies can cover the complex influences of cycling only to a limited degree. Consequently, this paper introduces a bicycle-monitoring system that was designed to capture all relevant external and internal states to be considered for the conduction of driving behavioural studies in realistic (uncontrolled) environments. Furthermore, algorithms for detecting the turning behaviour and the pedalling frequency by way of a pedal-integrated inertial measurement unit are introduced, and their sensitivity is evaluated in a pilot study.

Created at November 22, 2021 - 2:56pm by Fudickar.


Program of Study

Study Medical Informatics
at the University of Lübeck

read more ...


Susanne Petersen

Tel+49 451 3101 5601
Fax+49 451 3101 5604

Ratzeburger Allee 160
23538 Lübeck