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 …

Understanding LoRa-based localization: Foundations and challenges

LE Marquez, M Calle - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
LoRa is a wireless technology for the Internet of Things useful for smart city applications that
require node location for monitoring or management. The literature presents multiple …

LoRay: AoA estimation system for long range communication networks

N BniLam, D Joosens, M Aernouts… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In this paper, we introduce a comprehensive angle of arrival (AoA) estimation solution for the
long range (LoRa) communication network. Termed the LoRa array (LoRay), the proposed …

Analysis of time-weighted LoRa-based positioning using machine learning

M Anjum, MA Khan, SA Hassan, H Jung… - Computer Communications, 2022 - Elsevier
Localization systems have gained attention owing to the paradigm shift from human-centric
communication systems (1G to 4G) to the machine-to-machine architectures (5G and …

Outdoor node localization using random neural networks for large-scale urban iot lora networks

W Ingabire, H Larijani, RM Gibson, AUIH Qureshi - Algorithms, 2021 - mdpi.com
Accurate localization for wireless sensor end devices is critical, particularly for Internet of
Things (IoT) location-based applications such as remote healthcare, where there is a need …

[HTML][HTML] Indoor vehicles geolocalization using LoRaWAN

P Manzoni, CT Calafate, JC Cano, E Hernández-Orallo - Future Internet, 2019 - mdpi.com
One of the main drawbacks of Global Navigation Satellite Sytems (GNSS) is that they do not
work indoors. When inside, there is often no direct line from the satellite signals to the device …

Catch me if you can: Deep Meta-RL for search-and-rescue using LoRa UAV networks

MN Soorki, H Aghajari, S Ahmadinabi… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Long-range (LoRa) wireless networks have been widely proposed as efficient wireless
access networks for battery-constrained Internet of Things (IoT) devices. However, applying …

LoRa ToA-based localization using fingerprint method

GY Ha, SB Seo, HS Oh, WS Jeon - … International Conference on …, 2019 - ieeexplore.ieee.org
Localization is one of the essential elements in Internet of Things (IoT) applications for
location-based service. In particular, LoRa has suitable features for localization such as low …

RSSI measurement with channel model estimating for IoT wide range localization using LoRa communication

YC Lin, CC Sun, KT Huang - 2019 International Symposium on …, 2019 - ieeexplore.ieee.org
Due to the technology of the Internet of Things (IoT) is rising in recent years, there are many
popular applications in different fields. The development of network technology is growing …

LoRaWAN geo-tracking using map matching and compass sensor fusion

N Podevijn, J Trogh, M Aernouts, R Berkvens… - Sensors, 2020 - mdpi.com
In contrast to accurate GPS-based localization, approaches to localize within LoRaWAN
networks offer the advantages of being low power and low cost. This targets a very different …