Machine learning assists IoT localization: a review of current challenges and future trends
The widespread use of the internet and the exponential growth in small hardware diversity
enable the development of Internet of things (IoT)-based localization systems. We review …
enable the development of Internet of things (IoT)-based localization systems. We review …
[HTML][HTML] LoRa-based outdoor localization and tracking using unsupervised symbolization
This paper proposes a long-range (LoRa)-based outdoor localization and tracking method.
Our method presents an unsupervised localization approach that utilizes symbolized LoRa …
Our method presents an unsupervised localization approach that utilizes symbolized LoRa …
Machine learning‐based LoRa localisation using multiple received signal features
Low‐power localisation systems are crucial for machine‐to‐machine communication
technologies. This article investigates LoRa technology for localisation using multiple …
technologies. This article investigates LoRa technology for localisation using multiple …
A review of LoRaWAN performance optimization through cross-layer-based approach for Internet of Things
Abstract The Internet of Things (IoT) is proliferating in technology and automation. Some
popular IoT applications include environmental monitoring, home automation, agriculture …
popular IoT applications include environmental monitoring, home automation, agriculture …
Insus: Indoor navigation system using unity and smartphone for user ambulation assistance
ED Fajrianti, N Funabiki, S Sukaridhoto… - Information, 2023 - mdpi.com
Currently, outdoor navigation systems have widely been used around the world on
smartphones. They rely on GPS (Global Positioning System). However, indoor navigation …
smartphones. They rely on GPS (Global Positioning System). However, indoor navigation …
[HTML][HTML] Optimization of LoRa for BIoT based on ML: A case of ESL
Several technologies provide cellular connectivity to transmit data to end devices (EDs) in
the indoor environment. These technologies have short-range; complex network …
the indoor environment. These technologies have short-range; complex network …
[HTML][HTML] A hybrid convolutional neural network-transformer method for received signal strength indicator fingerprinting localization in Long Range Wide Area Network
In recent years, low-power wide area networks (LPWANs), particularly Long-Range Wide
Area Network (LoRaWAN) technology, are increasingly being adopted into large-scale …
Area Network (LoRaWAN) technology, are increasingly being adopted into large-scale …
Optimization of LoRa for Distributed Environments Based on Machine Learning
In the rapidly evolving Internet of Things (IoT) field, wireless communication technologies
have revolutionized industries by connecting smart devices for extensive data sharing and …
have revolutionized industries by connecting smart devices for extensive data sharing and …
[HTML][HTML] RSSI-based fingerprint localization in LoRaWAN networks using CNNs with squeeze and excitation blocks
The ability to offer long-range, high scalability, sustainability, and low-power wireless
communication, are the key factors driving the rapid adoption of the LoRaWAN technology in …
communication, are the key factors driving the rapid adoption of the LoRaWAN technology in …
[HTML][HTML] Performance Analysis for Time Difference of Arrival Localization in Long-Range Networks
Highlights What are the main findings? Noise can cause discrepancies in the estimated
distances, including negative values, indicating inaccuracies in reference base station …
distances, including negative values, indicating inaccuracies in reference base station …