A review of millimeter wave device-based localization and device-free sensing technologies and applications
The commercial availability of low-cost millimeter-wave (mmWave) communication and
radar devices is starting to improve the adoption of such technologies in consumer markets …
radar devices is starting to improve the adoption of such technologies in consumer markets …
DNN-based indoor localization under limited dataset using GANs and semi-supervised learning
Indoor localization techniques based on supervised learning deliver great performance
accuracy while maintaining low online complexity. However, such systems require massive …
accuracy while maintaining low online complexity. However, such systems require massive …
A Survey of the Performance-Limiting Factors of a 2-Dimensional RSS Fingerprinting-Based Indoor Wireless Localization System
AS Yaro, F Maly, P Prazak - Sensors, 2023 - mdpi.com
A receive signal strength (RSS) fingerprinting-based indoor wireless localization system (I-
WLS) uses a localization machine learning (ML) algorithm to estimate the location of an …
WLS) uses a localization machine learning (ML) algorithm to estimate the location of an …
Indoor 2D Positioning Method for Mobile Robots Based on the Fusion of RSSI and Magnetometer Fingerprints
Received signal strength indicator (RSSI)-based fingerprinting is a widely used technique
for indoor localization, but these methods suffer from high error rates due to various …
for indoor localization, but these methods suffer from high error rates due to various …
EA-CNN: A smart indoor 3D positioning scheme based on Wi-Fi fingerprinting and deep learning
A Alitaleshi, H Jazayeriy, J Kazemitabar - Engineering Applications of …, 2023 - Elsevier
Accurate indoor location information in multi-building/floor environments is essential for
establishing many indoor location-based services (LBS). Wi-Fi fingerprinting with received …
establishing many indoor location-based services (LBS). Wi-Fi fingerprinting with received …
An improved WiFi sensing based indoor navigation with reconfigurable intelligent surfaces for 6G enabled IoT network and AI explainable use case
The expanding number of low cost sensors and smart devices drives the internet-of-things
(IoT) ecosystem of the future. These sensing devices are connected to the internet for …
(IoT) ecosystem of the future. These sensing devices are connected to the internet for …
Wi-fi fingerprint-based indoor localization method via standard particle swarm optimization
J Zheng, K Li, X Zhang - Sensors, 2022 - mdpi.com
With the continuous development and improvement in Internet-of-Things (IoT) technology,
indoor localization has received considerable attention. Particularly, owing to its unique …
indoor localization has received considerable attention. Particularly, owing to its unique …
On indoor localization using wifi, ble, uwb, and imu technologies
Indoor localization is a key research area and has been stated as a major goal for Sixth
Generation (6G) communications. Indoor localization faces many challenges, such as harsh …
Generation (6G) communications. Indoor localization faces many challenges, such as harsh …
A systematic review of Wi-Fi and machine learning integration with topic modeling techniques
Wireless networks have drastically influenced our lifestyle, changing our workplaces and
society. Among the variety of wireless technology, Wi-Fi surely plays a leading role …
society. Among the variety of wireless technology, Wi-Fi surely plays a leading role …
Energy-efficient ap selection using intelligent access point system to increase the lifespan of iot devices
S Lee, J Park, H Choi, H Oh - Sensors, 2023 - mdpi.com
With the emergence of various Internet of Things (IoT) technologies, energy-saving schemes
for IoT devices have been rapidly developed. To enhance the energy efficiency of IoT …
for IoT devices have been rapidly developed. To enhance the energy efficiency of IoT …