A survey on deep learning for human activity recognition

F Gu, MH Chung, M Chignell, S Valaee… - ACM Computing …, 2021 - dl.acm.org
Human activity recognition is a key to a lot of applications such as healthcare and smart
home. In this study, we provide a comprehensive survey on recent advances and challenges …

Evolution of indoor positioning technologies: A survey

RF Brena, JP García-Vázquez… - Journal of …, 2017 - Wiley Online Library
Indoor positioning systems (IPS) use sensors and communication technologies to locate
objects in indoor environments. IPS are attracting scientific and enterprise interest because …

Activity recognition with smartphone sensors

X Su, H Tong, P Ji - Tsinghua science and technology, 2014 - ieeexplore.ieee.org
The ubiquity of smartphones together with their ever-growing computing, networking, and
sensing powers have been changing the landscape of people's daily life. Among others …

[HTML][HTML] Long-term activity recognition from wristwatch accelerometer data

E Garcia-Ceja, RF Brena, JC Carrasco-Jimenez… - Sensors, 2014 - mdpi.com
With the development of wearable devices that have several embedded sensors, it is
possible to collect data that can be analyzed in order to understand the user's needs and …

Seamless tracing of human behavior using complementary wearable and house-embedded sensors

P Augustyniak, M Smoleń, Z Mikrut, E Kańtoch - Sensors, 2014 - mdpi.com
This paper presents a multimodal system for seamless surveillance of elderly people in their
living environment. The system uses simultaneously a wearable sensor network for each …

A multi-level refinement approach towards the classification of quotidian activities using accelerometer data

D Ortega-Anderez, A Lotfi, C Langensiepen… - Journal of Ambient …, 2019 - Springer
Wearable inertial measurement units incorporating accelerometers and gyroscopes are
increasingly used for activity analysis and recognition. In this paper an activity classification …

Classification and legality analysis of bowling action in the game of cricket

M Salman, S Qaisar, AM Qamar - Data Mining and Knowledge Discovery, 2017 - Springer
One of the hot topics in modern era of cricket is to decide whether the bowling action of a
bowler is legal or not. Because of the complex bio-mechanical movement of the bowling …

On-body sensor positions hierarchical classification

VNT Sang, S Yano, T Kondo - Sensors, 2018 - mdpi.com
Many motion sensor-based applications have been developed in recent years because they
provide useful information about daily activities and current health status of users. However …

Study regarding the optimal sensors placement on the body for human activity recognition

I Orha, S Oniga - 2014 IEEE 20th International Symposium for …, 2014 - ieeexplore.ieee.org
In this work we have proposed to make a study of the optimal number of sensors, and their
optimal placement on the human body for proper recognition of certain body positions. In our …

A review on scaling mobile sensing platforms for human activity recognition: challenges and recommendations for future research

LI Carvalho, RC Sofia - IoT, 2020 - mdpi.com
Mobile sensing has been gaining ground due to the increasing capabilities of mobile and
personal devices that are carried around by citizens, giving access to a large variety of data …