Adaptive modulation and coding based on reinforcement learning for 5G networks

MP Mota, DC Araujo, FHC Neto… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
We design a self-exploratory reinforcement learning (RL) framework, based on the Q-
learning algorithm, that enables the base station (BS) to choose a suitable modulation and …

Adaptive modulation and coding technology in 5G system

Y Wang, W Liu, L Fang - 2020 International Wireless …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) makes everything intelligently possible. In the IoT era, the application
of products such as smart cities and smart homes will provide people with a more …

Comparison of MRC and SC techniques for OQAM/FBMC signals over combining NLD Rayleigh fading channel and IN for 5G

GA Al-Rubaye - AEU-International Journal of Electronics and …, 2024 - Elsevier
Maximal ratio combining (MRC) and selection combining (SC) diversity techniques enhance
wireless communication networks' reliability by mitigating fading effects and improving the …

Investigation of inter-user interference effect on 5G uplink communications

Y Kabalcı, M Ali - 2019 1st Global Power, Energy and …, 2019 - ieeexplore.ieee.org
Manifold connected devices are expected in Fifth Generation (5G) wireless communication
systems that may lead to serious interference issues among the User Equipments (UEs) …

5G İLETİŞİM SİSTEMLERİ İÇİN ADAY İLETİM TEKNİKLERİNİN BİT HATA ORANI BAŞARIMLARININ ARAŞTIRILMASI

Y Kabalcı - Niğde Ömer Halisdemir Üniversitesi Mühendislik …, 2020 - dergipark.org.tr
Bu çalışma beşinci nesil (5G) iletişim sistemleri için aday olan iletim tekniklerinin bit hata
oranı (BHO) başarımlarını araştırmaktadır. Performans analizleri 5G araştırmaları için …

Link adaptation solutions based on reinforcement learning for 5G new radio

MP Mota - 2020 - repositorio.ufc.br
In this work we propose two self-exploratory frameworks, based on reinforcement learning
(RL) for link adaptation in fifth generation (5G) wireless communication systems. Firstly, a Q …

[PDF][PDF] Performance Evaluation Parameters Analysis for Trellis Coded Modulation Systems

V Shivakumar - evaluation - academia.edu
The newer applications of Trellis Coded Modulation (TCM) beyond 5G has triggered the
research activities for further inventions in this area. As a result, the inventions and research …

[PDF][PDF] ENHANCED AMPLITUDE PROBABILISTIC SHAPING BASED ON MODIFIED MULTI-REPEAT MAPPING FOR 5G MASSIVE-MIMO WIRELESS CHANNELS

AS Hassooni, LAA Rahaim - romanpub.com
ABSTRACT Probabilistic Amplitude Shaping (PAS) is one of the unique techniques that has
attracted increasing interest in improving the performance of coded modulations in terms of …

[PDF][PDF] Performance Analysis of Maximal Ratio Combining with FBMC for 5G

NM Haveri, AR Shankar - Journal of Telecommunication Study - core.ac.uk
One of the main objectives of upcoming 5G technology is to support huge data capacity with
high data rate. To support high data traffic, designs of new multicarrier techniques are …