A review on the role of machine learning in enabling IoT based healthcare applications

HK Bharadwaj, A Agarwal, V Chamola… - IEEE …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is playing a vital role in the rapid automation of the healthcare
sector. The branch of IoT dedicated towards medical science is at times termed as …

Lora networking techniques for large-scale and long-term iot: A down-to-top survey

C Li, Z Cao - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
Low-Power Wide-Area Networks (LPWANs) are an emerging Internet-of-Things (IoT)
paradigm, which caters to large-scale and long-term sensory data collection demand …

Exploring lora for long-range through-wall sensing

F Zhang, Z Chang, K Niu, J **ong, B **, Q Lv… - Proceedings of the …, 2020 - dl.acm.org
Wireless signals have been extensively utilized for contactless sensing in the past few years.
Due to the intrinsic nature of employing the weak target-reflected signal for sensing, the …

Challenges in sensor-based human activity recognition and a comparative analysis of benchmark datasets: A review

AD Antar, M Ahmed, MAR Ahad - 2019 Joint 8th International …, 2019 - ieeexplore.ieee.org
Human Activity Recognition using embedded sensors has lately made renowned
development and is drawing growing attention in numerous application domains including …

Combating interference for long range LoRa sensing

B **e, J **ong - Proceedings of the 18th Conference on Embedded …, 2020 - dl.acm.org
Wireless sensing has become a hot research topic recently, enabling a large range of
applications. However, due to the intrinsic nature of employing weak target-reflection signal …

Design of a wearable wireless multi-sensor monitoring system and application for activity recognition using deep learning

G Ascioglu, Y Senol - IEEE Access, 2020 - ieeexplore.ieee.org
Human activity monitoring and recognition systems assist experts in evaluating various
health problems including obesity, cardiac diseases and, sports injury detection. However …

Boosting the long range sensing potential of lora

B **e, M Cui, D Ganesan, X Chen, J **ong - Proceedings of the 21st …, 2023 - dl.acm.org
Wireless sensing is capable of capturing rich information of human target without requiring
sensors attached to the target. Although promising, two critical issues still exist, ie,(i) limited …

Human activity recognition using earable device

T Hossain, MS Islam, MAR Ahad, S Inoue - Adjunct Proceedings of the …, 2019 - dl.acm.org
Wearable sensors are monumental for human activity recognition. Researchers are
continuously inventing new technology to detect human activity properly. Earable opens up …

Predicting LoRaWAN behavior: How machine learning can help

F Cuomo, D Garlisi, A Martino, A Martino - Computers, 2020 - mdpi.com
Large scale deployments of Internet of Things (IoT) networks are becoming reality. From a
technology perspective, a lot of information related to device parameters, channel states …

An approach to classify human activities in real-time from smartphone sensor data

M Ahmed, AD Antar, MAR Ahad - 2019 Joint 8th International …, 2019 - ieeexplore.ieee.org
According to the scenario of the last few decades, sensor-based human activity recognition
has gained considerable research attention due to its novel applications in health care …