A survey of public IoT datasets for network security research

F De Keersmaeker, Y Cao… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Publicly available datasets are an indispensable tool for researchers, as they allow testing
new algorithms on a wide range of different scenarios and making scientific experiments …

Lorawan meets ml: A survey on enhancing performance with machine learning

A Farhad, JY Pyun - Sensors, 2023 - mdpi.com
The Internet of Things is rapidly growing with the demand for low-power, long-range
wireless communication technologies. Long Range Wide Area Network (LoRaWAN) is one …

GNSS-free outdoor localization techniques for resource-constrained IoT architectures: A literature review

A Moradbeikie, A Keshavarz, H Rostami, S Paiva… - Applied Sciences, 2021 - mdpi.com
Large-scale deployments of the Internet of Things (IoT) are adopted for performance
improvement and cost reduction in several application domains. The four main IoT …

LoRaWAN: Lost for localization?

E Svertoka, A Rusu-Casandra, R Burget… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Nowadays, the flexible localization solution for various devices for workplace safety is one of
the most demanding research questions. Notably, it is expected to provide an acceptable …

RSSI and machine learning-based indoor localization systems for smart cities

R Rathnayake, MWP Maduranga, V Tilwari… - Eng, 2023 - mdpi.com
The rapid expansion of the Internet of Things (IoT) and Machine Learning (ML) has
significantly increased the demand for Location-Based Services (LBS) in today's world …

LoRaWAPS: A Wide-Area Positioning System Based on LoRa Mesh

B Li, Y Xu, Y Liu, Z Shi - Applied Sciences, 2023 - mdpi.com
The positioning task of the Internet of Things (IoT) for outdoor environments requires that the
node devices meet the requirements of low power consumption, long endurance, and low …

[HTML][HTML] Forecasting LoRaWAN RSSI using weather parameters: A comparative study of ARIMA, artificial intelligence and hybrid approaches

RR Guerra, A Vizziello, P Savazzi, E Goldoni… - Computer Networks, 2024 - Elsevier
LoRaWAN technology's reliability is challenged by weather parameters, which can influence
the communication channel design, especially when dealing with outdoor devices. We …

OrchLoc: In-orchard localization via a single LoRa gateway and generative diffusion model-based fingerprinting

K Yang, Y Chen, W Du - Proceedings of the 22nd Annual International …, 2024 - dl.acm.org
In orchards, tree-level localization of robots is critical for smart agriculture applications like
precision disease management and targeted nutrient dispensing. However, prior solutions …

A Systematic Review of LPWAN and Short-Range Network using AI to Enhance Internet of Things

MH Widianto, A Sinaga, MA Ginting - Journal of Robotics and …, 2022 - journal.umy.ac.id
Artificial intelligence (AI) has recently been used frequently, especially concerning the
Internet of Things (IoT). However, IoT devices cannot work alone, assisted by Low Power …

Research on indoor positioning method based on LoRa-improved fingerprint localization algorithm

H Chen, J Yang, Z Hao, M Ga, X Han, X Zhang… - Scientific Reports, 2023 - nature.com
Traditional fingerprint localization algorithms need help with low localization accuracy, large
data volumes, and device dependence. This paper proposes a LoRa-based improved …