A survey on IoT positioning leveraging LPWAN, GNSS, and LEO-PNT

T Janssen, A Koppert, R Berkvens… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Location data is an important piece of information in many Internet of Things (IoT)
applications. Global navigation satellite systems (GNSSs) have been established as the …

Dissecting energy consumption of NB-IoT devices empirically

F Michelinakis, AS Al-Selwi, M Capuzzo… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
3GPP has recently introduced NB-IoT, a new mobile communication standard offering a
robust and energy-efficient connectivity option to the rapidly expanding market of the Internet …

Empirical models for NB-IoT path loss in an urban scenario

G Caso, Ö Alay, L De Nardis… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The lack of publicly available large-scale measurements has hindered the derivation of
empirical path-loss (PL) models for Narrowband Internet of Things (NB-IoT). Therefore …

[HTML][HTML] Mobile networks and internet of things infrastructures to characterize smart human mobility

L Rosa, F Silva, C Analide - Smart Cities, 2021 - mdpi.com
The evolution of Mobile Networks and Internet of Things (IoT) architectures allows one to
rethink the way smart cities infrastructures are designed and managed, and solve a number …

Positioning by multicell fingerprinting in urban NB-IoT networks

L De Nardis, G Caso, Ö Alay, M Neri, A Brunstrom… - Sensors, 2023 - mdpi.com
Narrowband Internet of Things (NB-IoT) has quickly become a leading technology in the
deployment of IoT systems and services, owing to its appealing features in terms of …

NB-IoT coverage and sensor node connectivity in dense urban environments: An empirical study

CW Yau, S Jewsakul, MH Luk, APY Lee… - ACM Transactions on …, 2022 - dl.acm.org
Wireless sensor networks have enabled smart infrastructures and novel applications. With
the recent roll-out of Narrowband IoT (NB-IoT) cellular radio technology, wireless sensors …

A smart edge computing infrastructure for air quality monitoring using LPWAN and MQTT technologies

YW Chan, E Kristiani, H Fathoni, CY Chen… - The Journal of …, 2024 - Springer
Air quality is a pressing global concern, resulting in millions of premature deaths annually.
Accurate monitoring is vital to assess pollutant levels against established standards. Real …

NB-IoT random access: Data-driven analysis and ML-based enhancements

G Caso, K Kousias, Ö Alay… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In the context of massive machine-type communications (mMTCs), the narrowband Internet-
of-Things (NB-IoT) technology is envisioned to efficiently and reliably deal with massive …

Range-free positioning in nb-iot networks by machine learning

M Savelli, L De Nardis, G Caso… - … on Localization and …, 2024 - ieeexplore.ieee.org
Existing proposals for positioning in NB-IoT networks based on range estimation are
characterized by either low accuracy or lack of compliance with 3GPP standards. While …

Simulating Battery-Powered TinyML Systems Optimised using Reinforcement Learning in Image-Based Anomaly Detection

JM **, KJ Nixon - arxiv preprint arxiv:2403.05106, 2024 - arxiv.org
Advances in Tiny Machine Learning (TinyML) have bolstered the creation of smart industry
solutions, including smart agriculture, healthcare and smart cities. Whilst related research …