Wearable Activity Recognition Systems

This research area investigates algorithms for recognizing activities using wearable sensors. It encompasses the development of models that enable accurate identification of human actions in various contexts.

activity recognition
wearable sensors
algorithms
human actions
machine learning

19,272 papers

Parent topic: Advanced Cardiovascular Technologies

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Papers Over Time

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Top Papers

Activity Recognition Using Cell Phone Accelerometers

2011 · 1,898 citations

A Survey On Human Activity Recognition Using Wearable Sensors

2013 · 1,880 citations

Deep Convolutional And LSTM Recurrent Neural Networks For Multimodal Wearable Activity Recognition

2016 · 1,853 citations

A Survey On Wearable Sensor-Based Systems For Health Monitoring And Prognosis

2010 · 1,643 citations

A Review Of Wearable Sensors And Systems With Application In Rehabilitation

2012 · 1,640 citations

Multifunctional Wearable Devices For Diagnosis And Therapy Of Movement Disorders

2014 · 1,290 citations

Wearable Sweat Sensors

2018 · 1,167 citations

Advancements In Noncontact, Multiparameter Physiological Measurements Using A Webcam

2011 · 1,119 citations

Wearable Sensors For Human Activity Monitoring: A Review

2015 · 1,096 citations

Systematic Review Of The Validity And Reliability Of Consumer-Wearable Activity Trackers

2015 · 1,035 citations

Implementation Of A Real-Time Human Movement Classifier Using A Triaxial Accelerometer For Ambulatory Monitoring

2006 · 970 citations

Wearable And Highly Sensitive Graphene Strain Sensors For Human Motion Monitoring

2014 · 968 citations

Bio-Integrated Wearable Systems: A Comprehensive Review

2019 · 957 citations

Wearable Sensors For Remote Health Monitoring

2017 · 950 citations

Wearable Sensors: Modalities, Challenges, And Prospects

2018 · 921 citations

Human Activity Recognition With Smartphone Sensors Using Deep Learning Neural Networks

2016 · 901 citations

Gait Analysis Using Wearable Sensors

2012 · 863 citations

The Rise Of Consumer Health Wearables: Promises And Barriers

2016 · 852 citations

A Review Of Accelerometry-Based Wearable Motion Detectors For Physical Activity Monitoring

2010 · 808 citations

The Technology Of Accelerometry-Based Activity Monitors: Current And Future

2005 · 763 citations