Detailed human activity recognition using wearable sensor and smartphones

A Nandy, J Saha, C Chowdhury… - … Conference on Opto …, 2019 - ieeexplore.ieee.org
Use of Human activity recognition is increasing day by day for smart home, eldercare,
remote health monitoring and surveillance purpose. Serving these purposes better, needs …

An ensemble of condition based classifiers for device independent detailed human activity recognition using smartphones

J Saha, C Chowdhury, I Roy Chowdhury, S Biswas… - Information, 2018 - mdpi.com
Human activity recognition is increasingly used for medical, surveillance and entertainment
applications. For better monitoring, these applications require identification of detailed …

Wearable sensor-based human activity recognition via two-layer diversity-enhanced multiclassifier recognition method

Y Tian, X Wang, L Chen, Z Liu - Sensors, 2019 - mdpi.com
Sensor-based human activity recognition can benefit a variety of applications such as health
care, fitness, smart homes, rehabilitation training, and so forth. In this paper, we propose a …

Gait recognition of acceleration sensor for smart phone based on multiple classifier fusion

Z Huan, X Chen, S Lv, H Geng - Mathematical Problems in …, 2019 - Wiley Online Library
Gait, as a kind of biological feature, has a profound value in personnel identification. This
paper analyzes gait characteristics based on acceleration sensors of smart phones and …

Selective ensemble based on extreme learning machine for sensor-based human activity recognition

Y Tian, J Zhang, L Chen, Y Geng, X Wang - Sensors, 2019 - mdpi.com
Sensor-based human activity recognition (HAR) has attracted interest both in academic and
applied fields, and can be utilized in health-related areas, fitness, sports training, etc. With a …

Smart handheld based human activity recognition using multiple instance multiple label learning

J Saha, D Ghosh, C Chowdhury… - Wireless Personal …, 2021 - Springer
Human activity recognition (HAR) and monitoring is beneficial for many medical
applications, such as eldercare and post-trauma rehabilitation after surgery. HAR models …

Two phase ensemble classifier for smartphone based human activity recognition independent of hardware configuration and usage behaviour

J Saha, C Chowdhury, S Biswas - Microsystem Technologies, 2018 - Springer
Human activity recognition is an important technology in pervasive computing as it provides
valuable information for smart healthcare and assisted living applications. Use of …

Evaluate action primitives for human activity recognition using unsupervised learning approach

LF Mejia-Ricart, P Helling… - 2017 12th International …, 2017 - ieeexplore.ieee.org
Smartphones and wearable devices are in the frontlines when it comes to the field of Human
Activity Recognition (HAR). There have been numerous attempts to use motion sensors in …

[HTML][HTML] An internet of secure and private things: A service-oriented architecture

A Showail, R Tahir, MF Zaffar, MH Noor… - Computers & Security, 2022 - Elsevier
Low-cost networked IoT devices are fast becoming commonplace. From implanted medical
devices to motion-activated surveillance cameras and from driverless smart cars to voice …

[PDF][PDF] WalkingPAD-Smart sensing

BMR Pinto - 2021 - repositorio-aberto.up.pt
Peripheral arterial disease (PAD) causes blockage of the arteries, altering the blood flow to
the lower limbs. The blockage of the arteries, during a walk, can cause the individual with …