Fall detection in older adults with mobile IoT devices and machine learning in the cloud and on the edge-Reference-Cited by-同舟云学术

Fall detection in older adults with mobile IoT devices and machine learning in the cloud and on the edge

Published:2020-10 Issue: Volume:537 Page:132-147
ISSN:0020-0255
Container-title:Information Sciences
language:en
Short-container-title:Information Sciences

Author:

Mrozek Dariusz^ORCID,Koczur Anna,Małysiak-Mrozek Bożena

Funder

Politechnika Śląska

Microsoft Research

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference50 articles.

1. Abbate, S., Avvenuti, M., Bonatesta, F., Cola, G., Corsini, P., Vecchio, A., A smartphone-based fall detection system. Pervasive and Mobile Computing 8 (2012) 883–899.https://doi.org/10.1016/j.pmcj.2012.08.003. URL: http://www.sciencedirect.com/science/article/pii/S1574119212000983, special Issue on Pervasive Healthcare.

2. Aguiar, B., Rocha, T., Silva, J., Sousa, I., Accelerometer-based fall detection for smartphones, in: 2014 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2014, pp. 1–6.https://doi.org/10.1109/MeMeA.2014.6860110.

3. Fall classification by machine learning using mobile phones;Albert;PLOS ONE,2012

4. Qos-aware health monitoring system using cloud-based wbans;Almashaqbeh;J. Med. Syst.,2014

5. Design and implementation of a fall monitor system by using a 3-axis accelerometer in a smart phone;Bai;IEEE Trans. Consum. Electron.,2012

Cited by 73 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A TinyML solution for an IoT-based communication device for hearing impaired;Expert Systems with Applications;2024-07

2. Combining Machine Learning and Edge Computing: Opportunities, Challenges, Platforms, Frameworks, and Use Cases;Electronics;2024-02-03

3. Hybrid SNN-based Privacy-Preserving Fall Detection using Neuromorphic Sensors;Proceedings of the Fourteenth Indian Conference on Computer Vision, Graphics and Image Processing;2023-12-15

4. An Image-based Fall Detection System for the Elderly using YOLOv5;2023 2nd International Conference on Automation, Computing and Renewable Systems (ICACRS);2023-12-11

5. IoT-based systems and applications for elderly healthcare: a systematic review;Universal Access in the Information Society;2023-11-02