Remote pedestrian localization systems for resource-constrained environments: a systematic review

AP Junior, LE Díez, A Bahillo, OS Eyobu - IEEE Access, 2023 - ieeexplore.ieee.org
The steady increase in the number of elderly citizens represents a likelihood of an increased
burden on the family, government, healthcare, and social services since many of these …

Multi-scene LoRa positioning algorithm based on Kalman filter and its implementation on NS3

M Chen, H Zhao, C Shi, X Chen, D Niu - Ad Hoc Networks, 2023 - Elsevier
In recent years, LoRa positioning technology has been favored by researchers of the
Internet of Things because of its wide coverage, low power consumption, low cost and …

[HTML][HTML] Human activity mining in multi-occupancy contexts based on nearby interaction under a fuzzy approach

A Polo-Rodríguez, F Cavallo, C Nugent… - Internet of Things, 2024 - Elsevier
Multioccupation encompasses real-life environments in which people interact in the same
common space. Recognizing activities in this context for each inhabitant has been …

Harnessing Learn Rate Schedule for Adaptive Deep Learning in LoRaWAN-IoT Localization.

R Swathika, SMD Kumar, NN Srinidhi… - IEEE Access, 2024 - ieeexplore.ieee.org
The learning rate is one of the most crucial hyper-parameters to regulate during the training
of the Deep Learning (DL) models and optimizers. Adaptive learning rate algorithms try to …

Performance Evaluation of LoRa 915 MHz for IoT Communication System on Indonesian Railway Tracks with Environmental Factor Propagation Analysis

A Suharjono, M Mukhlisin, ED Wardihani… - … on Industry 4.0 …, 2023 - ieeexplore.ieee.org
Propagation along railway crossings exhibits different propagation characteristics compared
to the general environment, especially in Indonesia. The environmental conditions along the …

[PDF][PDF] Experimental evaluation of Trilateration-Based outdoor localization with LoRaWAN

SA Magsi, MHBM Khir, IBM Nawi… - … Materials & Continua, 2023 - lirias.kuleuven.be
Long Range Wide Area Network (LoRaWAN) in the Internet of Things (IoT) domain has
been the subject of interest for researchers. There is an increasing demand to localize these …

A Localisation and Telemetry LoRa Node for Rockets

M Brzynska, K Klimaszewski… - … Conference on Software …, 2023 - ieeexplore.ieee.org
Accurate localisation of flying objects has become increasingly important in a variety of
applications including navigation, public safety and air defence. Traditional methods have …

LoRa in a campus: Outdoor localization based on fingerprint using KNN

OH Al-Eidani, AH Al-Nakkash… - AIP Conference …, 2023 - pubs.aip.org
Internet of things applications are considered a pillar among modern era technologies.
Therefore, it was of uttermost importance to make them locatable ie, to locate the wireless …

Performance Improvement of DE Algorithm for Indoor Positioning in Wireless Sensor Networks

SH Lee, CH Cheng, KH Lu, YL Shiue… - … Conference on Advanced …, 2024 - Springer
Target positioning in wireless sensor networks (WSNs) are necessary for real applications.
In this research paper, we employ the Differential Evolution (DE) algorithm to enhance the …

RSS-Based Localization using Deep Learning Models with Optimizer in LoRaWAN-IoT Networks

R Swathika, SMD Kumar - 2024 IEEE International Conference …, 2024 - ieeexplore.ieee.org
As a key Internet of Things (IoT) enabler, Long Range Wide Area Networks (LoRaWAN)
have attracted a lot of attention in industries as well as research. Improved localization …