RSSI fingerprinting-based localization using machine learning in LoRa networks

M Anjum, MA Khan, SA Hassan… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The scale of wireless technologies' penetration in our daily lives, primarily triggered by
Internet of Things (IoT)-based smart cities, is bea-coning the possibilities of novel …

Wi-Fi Router Signal Coverage Position Prediction System using Machine Learning Algorithms

R Hegde, SK Hegde, K Prasad… - … and Smart Systems …, 2023 - ieeexplore.ieee.org
As a popular topic, indoor positioning has gradually drawn the attention of both academia
and business. Numerous location based services including healthcare, repository tracking …

[HTML][HTML] REM-Based Indoor Localization with an Extra-Trees Regressor

T Aziz, MR Camana, CE Garcia, T Hwang, I Koo - Electronics, 2023 - mdpi.com
As a widely established and accessible infrastructure, wireless local area networks (WLANs)
have emerged as a viable option for indoor localization for both mobile and stationary users …

Machine-Learning-Based Indoor Mobile positioning using wireless access points with dual ssids—an experimental study

K Paudel, R Kadel, DB Guruge - Journal of Sensor and Actuator …, 2022 - mdpi.com
Location prediction in an indoor environment is a challenge, and this has been a research
trend for recent years, with many potential applications. In this paper, machine-learning …

Analysis of frequent visitor patterns in a shop** mall

O Dogan, OF Gurcan, B Oztaysi, U Gokdere - … in the Big Data Era: Selected …, 2019 - Springer
Recent technological advances enabled companies to collect, store and process a large
amount of data. Automated collection of human behavior is one of the recent developments …

Domain clustering based WiFi indoor positioning algorithm

W Zhang, X Hua, K Yu, W Qiu… - … Conference on Indoor …, 2016 - ieeexplore.ieee.org
This paper focuses on WiFi indoor positioning based on received signal strength, a common
local positioning approach with a number of prominent advantages such as low cost and …

[PDF][PDF] Position estimation in mixed indoor-outdoor environment using signals of opportunity and deep learning approach

S Urwan, DR Wysocka, A Pietrzak… - International Journal of …, 2022 - journals.pan.pl
To improve the user's localization estimation in indoor and outdoor environment a novel
radiolocalization system using deep learning dedicated to work both in indoor and outdoor …

A novel step detection and step length estimation algorithm for hand-held smartphones

N Strozzi, F Parisi, G Ferrari - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
In this paper, we present an innovative inertial navigation system based on the data
collected through the Inertial Measurement Unit (IMU) embedded in a commercial smart …

A WiFi tracking device printed directly on textile for wearable electronics applications

B Krykpayev, MF Farooqui, RM Bilal… - 2016 IEEE MTT-S …, 2016 - ieeexplore.ieee.org
Despite the abundance of localization applications, the tracking devices have never been
truly realized in E-textiles. Unobtrusive and flexible integration of tracking devices with …

Spatial data managements in indoor environments: Current trends, limitations and future challenges

S Alamri - International Journal of Web Information Systems, 2018 - emerald.com
Purpose With the rapid development of the indoor spaces positioning technologies such as
the radio-frequency identification (RFID), Bluetooth and WI-FI, the locations of indoor spatial …