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Deep learning in human activity recognition with wearable sensors: A review on advances
Mobile and wearable devices have enabled numerous applications, including activity
tracking, wellness monitoring, and human–computer interaction, that measure and improve …
tracking, wellness monitoring, and human–computer interaction, that measure and improve …
Application of artificial intelligence in wearable devices: Opportunities and challenges
Background and objectives: Wearable technologies have added completely new and fast
emerging tools to the popular field of personal gadgets. Aside from being fashionable and …
emerging tools to the popular field of personal gadgets. Aside from being fashionable and …
Human activity recognition using inertial, physiological and environmental sensors: A comprehensive survey
In the last decade, Human Activity Recognition (HAR) has become a vibrant research area,
especially due to the spread of electronic devices such as smartphones, smartwatches and …
especially due to the spread of electronic devices such as smartphones, smartwatches and …
FedHAR: Semi-supervised online learning for personalized federated human activity recognition
The advancement of smartphone sensors and wearable devices has enabled a new
paradigm for smart human activity recognition (HAR), which has a broad range of …
paradigm for smart human activity recognition (HAR), which has a broad range of …
Human activity recognition with accelerometer and gyroscope: A data fusion approach
M Webber, RF Rojas - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
This paper compares the three levels of data fusion with the goal of determining the optimal
level of data fusion for multi-sensor human activity data. Using the data processing pipeline …
level of data fusion for multi-sensor human activity data. Using the data processing pipeline …
[HTML][HTML] Trends in human activity recognition with focus on machine learning and power requirements
The advancement and availability of technology can be employed to improve our daily lives.
One example is Human Activity Recognition (HAR). HAR research has been mainly …
One example is Human Activity Recognition (HAR). HAR research has been mainly …
Device free human gesture recognition using Wi-Fi CSI: A survey
Device-free sensing of human gestures has gained tremendous research attention with the
recent advancements in wireless technologies. Channel State Information (CSI), a metric of …
recent advancements in wireless technologies. Channel State Information (CSI), a metric of …
Smart insoles review (2008-2021): Applications, potentials, and future
During the past decade, smart insole-like devices become more and more popular in daily
applications, such as gait studies, activity recognition, health monitoring and evaluation …
applications, such as gait studies, activity recognition, health monitoring and evaluation …
[HTML][HTML] w-HAR: An activity recognition dataset and framework using low-power wearable devices
Human activity recognition (HAR) is growing in popularity due to its wide-ranging
applications in patient rehabilitation and movement disorders. HAR approaches typically …
applications in patient rehabilitation and movement disorders. HAR approaches typically …
[HTML][HTML] Personalized human activity recognition based on integrated wearable sensor and transfer learning
Human activity recognition (HAR) based on the wearable device has attracted more
attention from researchers with sensor technology development in recent years. However …
attention from researchers with sensor technology development in recent years. However …