Machine Learning Applied to LoRaWAN Network for Improving Fingerprint Localization Accuracy in Dense Urban Areas

A Piroddi, M Torregiani - Network, 2023 - mdpi.com
In the area of low-power wireless networks, one technology that many researchers are
focusing on relates to positioning methods such as fingerprinting in densely populated …

[PDF][PDF] A Weighted Geometric Dilution of Precision-Based Method for Indoor Positioning System.

AD Ramadhani, P Kristalina, A Sudarsono - J. Commun., 2020 - jocm.us
The weaknesses of ranging techniques on using RSS in indoor localization are fluctuating
the RSS values. This situation will affect to the accuracy of distance measurement between …

Path loss estimation in wireless networks using partial derivative based convex optimisation method

R Mehta - International Journal of Autonomous and …, 2020 - inderscienceonline.com
In this paper, we develop a multi-dimensional mathematical optimisation problem for
predicting the optimised path loss in general wireless systems under non-linear network …

Analysis of the effectiveness of object coordinates estimation in WSN using the RSS method

VI Parfenov - Telecommunication Engineering, 2024 - aber.apacsci.com
The methods of estimating the coordinates of sensor nodes based on the measurements
made at the “anchor” nodes are widely used in WSNs. In particular, such methods include …

[PDF][PDF] Fuzzy Analysis for Nodes Deployment Strategies in Wireless Sensor Network

V Choudhary, S Taruna - … Journal on Recent and Innovation Trends …, 2017 - academia.edu
The objective of a best sensor deployment policy is to have a fully connected network while
optimizing coverage area at the same time. By optimizing the different parameters like …

A Comparative Study of Wi-Fi and Bluetooth for Signal Strength-Based Localisation

RJ Ohira, T Sullivan, AJ Abotomey, J Jo - Robot Intelligence Technology …, 2017 - Springer
With the growing need for indoor localisation solutions, this paper investigates the practical
applications of wireless networking technologies based on the empirical study. By …

An efficient detection method for unknown wireless devices using SDR receivers

HS Nam, DY Kim, JW Park - 2016 18th International …, 2016 - ieeexplore.ieee.org
In this paper, we describe an efficient detection method for unknown wireless devices using
software defined radio (SDR) receivers, which is to estimate the position of unknown devices …

Indoor Localization Based on RadioChannel Parameters in Wireless SensorNetworks

JA Gutiérrez García - 2012 - diva-portal.org
Abstract Wireless Sensor Networks are nowadays becoming increasingly popular. Due to
their low cost, ease of deployment and application, they offer robust solutions in a variety of …