Feature selection and activity recognition system using a single triaxial accelerometer
Activity recognition is required in various applications such as medical monitoring and
rehabilitation. Previously developed activity recognition systems utilizing triaxial …
rehabilitation. Previously developed activity recognition systems utilizing triaxial …
Implementation of a real-time human movement classifier using a triaxial accelerometer for ambulatory monitoring
DM Karantonis, MR Narayanan… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
The real-time monitoring of human movement can provide valuable information regarding
an individual's degree of functional ability and general level of activity. This paper presents …
an individual's degree of functional ability and general level of activity. This paper presents …
Activity recognition from user-annotated acceleration data
L Bao, SS Intille - International conference on pervasive computing, 2004 - Springer
In this work, algorithms are developed and evaluated to detect physical activities from data
acquired using five small biaxial accelerometers worn simultaneously on different parts of …
acquired using five small biaxial accelerometers worn simultaneously on different parts of …
Evaluation of accelerometer based multi-sensor versus single-sensor activity recognition systems
Physical activity has a positive impact on people's well-being and it had been shown to
decrease the occurrence of chronic diseases in the older adult population. To date, a …
decrease the occurrence of chronic diseases in the older adult population. To date, a …
A triaxial accelerometer-based physical-activity recognition via augmented-signal features and a hierarchical recognizer
Physical-activity recognition via wearable sensors can provide valuable information
regarding an individual's degree of functional ability and lifestyle. In this paper, we present …
regarding an individual's degree of functional ability and lifestyle. In this paper, we present …
Activity classification using a single chest mounted tri-axial accelerometer
Accelerometer-based activity monitoring sensors have become the most suitable means for
objective assessment of mobility trends within patient study groups. The use of minimal, low …
objective assessment of mobility trends within patient study groups. The use of minimal, low …
A survey on activity detection and classification using wearable sensors
Activity detection and classification are very important for autonomous monitoring of humans
for applications, including assistive living, rehabilitation, and surveillance. Wearable sensors …
for applications, including assistive living, rehabilitation, and surveillance. Wearable sensors …
Accelerometer's position independent physical activity recognition system for long-term activity monitoring in the elderly
Mobility is a good indicator of health status and thus objective mobility data could be used to
assess the health status of elderly patients. Accelerometry has emerged as an effective …
assess the health status of elderly patients. Accelerometry has emerged as an effective …
Varying behavior of different window sizes on the classification of static and dynamic physical activities from a single accelerometer
Accuracy of systems able to recognize in real time daily living activities heavily depends on
the processing step for signal segmentation. So far, windowing approaches are used to …
the processing step for signal segmentation. So far, windowing approaches are used to …
Classification of basic daily movements using a triaxial accelerometer
A generic framework for the automated classification of human movements using an
accelerometry monitoring system is introduced. The framework was structured around a …
accelerometry monitoring system is introduced. The framework was structured around a …