Neural network fingerprinting and GNSS data fusion for improved localization in 5G

R Klus, J Talvitie, M Valkama - 2021 International Conference …, 2021 - ieeexplore.ieee.org
In modern radio networks with large antenna arrays and precise beamforming techniques,
accurate user positioning plays a key role in enabling seamless mobility management, link …

Deep learning based localization and HO optimization in 5G NR networks

R Klus, L Klus, D Solomitckii… - … on Localization and …, 2020 - ieeexplore.ieee.org
In the emerging 5G radio networks, beamforming-capable nodes are able to densely cover
narrow areas with a high-quality signal. Such systems require high-level handover …

[HTML][HTML] The efficient mobile management based on metaheuristic algorithm for internet of vehicle

SY Huang, SS Chen, MX Chen, YC Chang, HC Chao - Sensors, 2022 - mdpi.com
With the low latency, high transmission rate, and high reliability provided by the fifth-
generation mobile communication network (5G), many applications requiring ultra-low …

[HTML][HTML] Deep learning-based cell-level and beam-level mobility management system

R Klus, L Klus, D Solomitckii, J Talvitie, M Valkama - Sensors, 2020 - mdpi.com
The deployment with beamforming-capable base stations in 5G New Radio (NR) requires
an efficient mobility management system to reliably operate with minimum effort and …

Machine learning based nlos radio positioning in beamforming networks

R Klus, J Talvitie, J Vinogradova… - 2022 IEEE 23rd …, 2022 - ieeexplore.ieee.org
In this paper, we address the challenging problem of radio positioning in non-line-of-sight
(NLoS) conditions. To this end, we utilize measurements in the form of time-of-flight and …

[PDF][PDF] Modelo de propagação de ondas milimétricas em ambientes urbanos com alta densidade de espalhadores

JC Silva, E Costa - XXXV Simpósio Brasileiro de Telecomunicações e … - sbrt.org.br
Um modelo de propagação de ondas milimétricas em ambientes urbanos realísticos é
apresentado, considerando deterministicamente o espalhamento e a despolarização …

UE performance in a 5G multi-connectivity UDN city scenario

J Perdomo - 2019 - lutpub.lut.fi
Multi-connectivity and network densification are two solutions intended to enhance user
throughput and reliability. These solutions are critical since 5G NR uses a wide range of …

[HTML][HTML] Performance Analysis of 5G Transmission over Fading Channels with Random IG Distributed LOS Components

D Jaksic, R Bojovic, P Spalevic, D Stefanovic… - International Journal of …, 2017 - hindawi.com
Mathematical modelling of the behavior of the radio propagation at mmWave bands is
crucial to the development of transmission and reception algorithms of new 5G systems. In …

Анализа перформанси dvb-t2 преноса у NLOS fading окружењу

D Jakšić - Универзитет Сингидунум, 2020 - nardus.mpn.gov.rs
Системи дигиталног земаљског видео емитовања (Terrestrial Digital Video Broadcasting
Systems, DVB-T2) у реалним условима преноса често не врше пренос у окружењу где је …