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Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challenges
This paper firstly introduces common wearable sensors, smart wearable devices and the key
application areas. Since multi-sensor is defined by the presence of more than one model or …
application areas. Since multi-sensor is defined by the presence of more than one model or …
[HTML][HTML] Ambient assisted living: sco** review of artificial intelligence models, domains, technology, and concerns
Background Ambient assisted living (AAL) is a common name for various artificial
intelligence (AI)—infused applications and platforms that support their users in need in …
intelligence (AI)—infused applications and platforms that support their users in need in …
Semisupervised human activity recognition with radar micro-Doppler signatures
Human activity recognition (HAR) plays a vital role in many applications, such as
surveillance, in-home monitoring, and health care. Portable radar sensor has been …
surveillance, in-home monitoring, and health care. Portable radar sensor has been …
Activity recognition and anomaly detection in smart homes
Physical and cognitive impairments decline the ability of elderly in execution of daily
activities, such as eating, slee** or taking medication. The proposed approach recognizes …
activities, such as eating, slee** or taking medication. The proposed approach recognizes …
Elderly fall detection with vital signs monitoring using CW Doppler radar
K Hanifi, ME Karsligil - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Falling is the main cause of disability and fatality of elderly. In this work we used a 24 GHz
continuous-wave Doppler radar to develop a low price and a highly accurate fall detection …
continuous-wave Doppler radar to develop a low price and a highly accurate fall detection …
Human activity classification using Decision Tree and Naïve Bayes classifiers
With rapid development in wireless sensor networks and continuous improvements in
develo** artificial intelligence-based scientific solutions, the concept of ambient assisted …
develo** artificial intelligence-based scientific solutions, the concept of ambient assisted …
Video-based fall detection using human pose and constrained generative adversarial network
Falls are a major health threat for older people. A timely assistance can reduce the extent of
physical injury caused by the falls. Currently, low-cost and convenient video surveillance …
physical injury caused by the falls. Currently, low-cost and convenient video surveillance …
Graphene-based metasurface refractive index biosensor for hemoglobin detection: machine learning assisted optimization
Machine learning is the latest approach to optimize the performance of absorbers, sensors,
etc. A sensor with behavior prediction using polynomial regression is presented. Three …
etc. A sensor with behavior prediction using polynomial regression is presented. Three …
A review of wearable sensors based fall-related recognition systems
J Liu, X Li, S Huang, R Chao, Z Cao, S Wang… - … Applications of Artificial …, 2023 - Elsevier
Falls are an important factor in significantly deteriorating quality of life of older adults,
consequently leading to both physical and psychological harm. A wearable-based fall …
consequently leading to both physical and psychological harm. A wearable-based fall …
Applications of existing and emerging construction safety technologies
Safety is one of the most important success factors in construction projects. Many advanced
technologies, such as Artificial Intelligence, construction robotics, and digital technologies …
technologies, such as Artificial Intelligence, construction robotics, and digital technologies …