Automatic activity classification and movement assessment during a sports training session using wearable inertial sensors
A Ahmadi, E Mitchell, F Destelle… - … on Wearable and …, 2014 - ieeexplore.ieee.org
Motion analysis technologies have been widely used to monitor the potential for injury and
enhance athlete performance. However, most of these technologies are expensive, can only …
enhance athlete performance. However, most of these technologies are expensive, can only …
Toward automatic activity classification and movement assessment during a sports training session
A Ahmadi, E Mitchell, C Richter… - IEEE Internet of …, 2014 - ieeexplore.ieee.org
Motion analysis technologies have been widely used to monitor the potential for injury and
enhance athlete performance. However, most of these technologies are expensive, can only …
enhance athlete performance. However, most of these technologies are expensive, can only …
The limb movement analysis of rehabilitation exercises using wearable inertial sensors
Due to no supervision of a therapist in home based exercise programs, inertial sensor based
feedback systems which can accurately assess movement repetitions are urgently required …
feedback systems which can accurately assess movement repetitions are urgently required …
Basketball activity recognition using wearable inertial measurement units
The analysis and evaluation of human movement is a growing research area within the field
of sports monitoring. This analysis can help support the enhancement of an athlete's …
of sports monitoring. This analysis can help support the enhancement of an athlete's …
Quantitative assessment of lower limb and cane movement with wearable inertial sensors
Individuals with an age, injury, or disease-related mobility impairment often utilize a walking
aid, such as a cane, to increase safety and stability during ambulation. Many individuals use …
aid, such as a cane, to increase safety and stability during ambulation. Many individuals use …
Advancing from offline to online activity recognition with wearable sensors
M Ermes, J Parkka, L Cluitmans - 2008 30th annual …, 2008 - ieeexplore.ieee.org
Activity recognition with wearable sensors could motivate people to perform a variety of
different sports and other physical exercises. We have earlier developed algorithms for …
different sports and other physical exercises. We have earlier developed algorithms for …
Orientation independent activity/gesture recognition using wearable motion sensors
Activity/gesture recognition using wearable motion sensors, also known as inertial
measurement units (IMUs), provides an important context for many ubiquitous sensing …
measurement units (IMUs), provides an important context for many ubiquitous sensing …
Classifying daily and sports activities invariantly to the positioning of wearable motion sensor units
We propose techniques that achieve invariance to the positioning of wearable motion
sensor units on the body for the recognition of daily and sports activities. Using two …
sensor units on the body for the recognition of daily and sports activities. Using two …
Supervised machine learning applied to wearable sensor data can accurately classify functional fitness exercises within a continuous workout
E Preatoni, S Nodari, NF Lopomo - Frontiers in Bioengineering and …, 2020 - frontiersin.org
Observing, classifying and assessing human movements is important in many applied fields,
including human-computer interface, clinical assessment, activity monitoring and sports …
including human-computer interface, clinical assessment, activity monitoring and sports …
Evaluating rehabilitation exercise performance using a single inertial measurement unit
Inertial measurement units (IMUs) may be used during exercise to provide feedback on
exercise technique. However the number of IMUs that are required to deliver effective …
exercise technique. However the number of IMUs that are required to deliver effective …