Positioning in 5G and 6G networks—A survey

F Mogyorósi, P Revisnyei, A Pašić, Z Papp, I Törös… - Sensors, 2022 - mdpi.com
Determining the position of ourselves or our assets has always been important to humans.
Technology has helped us, from sextants to outdoor global positioning systems, but real …

Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook

SE Trevlakis, AAA Boulogeorgos… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
When fully implemented, sixth generation (6G) wireless systems will constitute intelligent
wireless networks that enable not only ubiquitous communication but also high-accuracy …

Cooperative deep-learning positioning in mmWave 5G-advanced networks

BC Tedeschini, M Nicoli - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
In application verticals that rely on mission-critical control, such as cooperative intelligent
transport systems (C-ITS), 5G-Advanced networks must be able to provide dynamic …

Machine learning assists IoT localization: a review of current challenges and future trends

R Shahbazian, G Macrina, E Scalzo, F Guerriero - Sensors, 2023 - mdpi.com
The widespread use of the internet and the exponential growth in small hardware diversity
enable the development of Internet of things (IoT)-based localization systems. We review …

5G smart antenna for IoT application: A review

N Kishore, A Senapati - International Journal of Communication …, 2022 - Wiley Online Library
The fifth generation of mobile technology is referred to as “5G.” 5G refers to the next
significant phase of mobile communications standards after the upcoming 4G standards …

Deep Learning‐Based Solutions for 5G Network and 5G‐Enabled Internet of Vehicles: Advances, Meta‐Data Analysis, and Future Direction

MS Almutairi - Mathematical Problems in Engineering, 2022 - Wiley Online Library
The advent of the 5G mobile network has brought a lot of benefits. However, it prompted new
challenges on the 5G network cybersecurity defense system, resource management …

Indoor genetic algorithm-based 5G network planning using a machine learning model for path loss estimation

Y Hervis Santana, R Martinez Alonso, G Guillen Nieto… - Applied Sciences, 2022 - mdpi.com
Accurate wireless network planning is crucial for the deployment of new wireless services.
This usually requires the consecutive evaluation of many candidate solutions, which is only …

Securing 5G‐IoT Device Connectivity and Coverage Using Boltzmann Machine Keys Generation

AS Rajawat, P Bedi, SB Goyal… - Mathematical …, 2021 - Wiley Online Library
In terms of growth, effect, and capability, the 5G‐enabled Internet of Things (IoT) is
incredible. The volume of data distributed and processed by IoT (Internet of Things) systems …

A review of radio frequency based localisation for aerial and ground robots with 5g future perspectives

M Kabiri, C Cimarelli, H Bavle, JL Sanchez-Lopez… - Sensors, 2022 - mdpi.com
Efficient localisation plays a vital role in many modern applications of Unmanned Ground
Vehicles (UGV) and Unmanned Aerial Vehicles (UAVs), which contributes to improved …

Applied machine learning for IIOT and smart production—Methods to improve production quality, safety and sustainability

A Frankó, G Hollósi, D Ficzere, P Varga - Sensors, 2022 - mdpi.com
Industrial IoT (IIoT) has revolutionized production by making data available to stakeholders
at many levels much faster, with much greater granularity than ever before. When it comes to …