An overview of massive MIMO localization techniques in wireless cellular networks: Recent advances and outlook

O Alamu, B Iyaomolere, A Abdulrahman - Ad Hoc Networks, 2021 - Elsevier
The massive multiple-input-multiple-output (mMIMO) antenna systems are well known for
their capability to achieve high spectral efficiency in wireless communication systems thanks …

A probabilistic approach for wifi fingerprint localization in severely dynamic indoor environments

F Zhao, T Huang, D Wang - IEEE Access, 2019 - ieeexplore.ieee.org
Taking advantage of widely deployed access points (AP), WiFi fingerprint based localization
is of importance in indoor internet-of-things (IOT) environments. Nevertheless, spatio …

A robust pdr/uwb integrated indoor localization approach for pedestrians in harsh environments

H Tong, N **n, X Su, T Chen, J Wu - Sensors, 2019 - mdpi.com
Wireless sensor networks (WSNs) and the Internet of Things (IoT) have been widely used in
industrial, construction, and other fields. In recent years, demands for pedestrian localization …

Analysis of distance measures for WiFi-based indoor positioning in different settings

N Duong-Bao, J He, LN Thi… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Recently, indoor positioning systems based on wireless technologies such as WiFi
fingerprinting become more popular. The nearest neighbor-based algorithms using …

Accurate and stable Wi-Fi based indoor localization and classification using convolutional neural network

A Javed, NU Hassan, C Yuen - 2021 IEEE VTS 17th Asia …, 2021 - ieeexplore.ieee.org
Indoor localization is essential for providing location based services inside homes, malls,
and hospitals. Wi-Fi routers are available in almost every building and Wi-Fi chipsets are …

[Књига][B] Deep Learning-Based indoor localization for IoT applications

Q Ye - 2023 - search.proquest.com
In recent years, localization-based Internet of Things (IoT) applications have been
developed and deployed, such as interactive and personalized routing, car localization in …

Performance Evaluation of WLAN Access Points Selection Metrics for Fingerprinting based Localization

SBA Khattak, MM Nasralla, MA Esmail… - 2022 IEEE/ACM 15th …, 2022 - ieeexplore.ieee.org
Reliability and cost are essential elements to consider in all engineering network designs. In
RF-localization systems, reliability can be defined as seamless coverage with precise and …

Low-Effort Deep Learning Method Trained through Virtual Trajectories for Indoor Tracking

A Javed, NU Hassan - … on Personal, Indoor and Mobile Radio …, 2021 - ieeexplore.ieee.org
We develop a novel low-effort Wi-Fi fingerprinting method to generate a fully labeled dataset
of received signal strength indicator (RSSI) values to train a deep learning model for indoor …