Q-learning based scheduling with successive interference cancellation

E Mete, T Girici - IEEE Access, 2020 - ieeexplore.ieee.org
This work studies the problem of scheduling using Q-learning, which is a reinforcement
learning algorithm, in a Successive Interference Cancellation (SIC)-enabled wireless ad hoc …

Random access protocols for Industrial Internet of Things: Enablers, challenges, and research directions

M Vilgelm, H Murat Gürsu, W Kellerer - Wireless Networks and Industrial …, 2021 - Springer
Abstract Industrial Internet of Things (IIoT) comprises a variety of sensing and actuation
applications deployed in automation scenarios. With their stringent latency and reliability …

Intelligent link adaptation for grant-free access cellular networks: A distributed deep reinforcement learning approach

JVC Evangelista, Z Sattar, G Kaddoum, B Selim… - arXiv preprint arXiv …, 2021 - arxiv.org
With the continuous growth of machine-type devices (MTDs), it is expected that massive
machine-type communication (mMTC) will be the dominant form of traffic in future wireless …

System level integration of irregular repetition slotted ALOHA for industrial IoT in 5G new radio

HM Gürsu, MÇ Moroğlu, M Vilgelm… - 2019 IEEE 30th …, 2019 - ieeexplore.ieee.org
Automation is a key part of the new industrial revolution, that will be enabled by the
deployment of thousands of sensors and actuators. The flexible deployment of these devices …

Grant-Free Power Allocation for Ultra-Dense IoT: A Mean Field Perspective

S Nadif, E Sabir, H Elbiaze… - 2022 20th Mediterranean …, 2022 - ieeexplore.ieee.org
Grant-free access, in which each Internet-of-Things (IoT) device delivers its packets through
a randomly selected resource without spending time on handshaking procedures, is a …

Modeling and optimization of multiple access for 5G networks and beyond

JV De Carvalho Evangelista - 2021 - espace.etsmtl.ca
5G has evolved from a set of requirements to a fully specified cellular communication
standard in the last five years. 5G's design goals followed the trend in LTE standards and …

[PDF][PDF] Minority-Game Multi-packet-reception medium access protocol: Design and analysis

B Majumder, TG Venkatesh, YAK Reddy - 2024 - techrxiv.org
The problem of resource allocation in modern day networks is becoming increasingly
complex and challenging. One such problem is the design of medium access control …

Noma Tabanlı Çoklu Erişimde Kullanıcı Çizelgeleme ve Yol Atama Tekniklerinin Geliştirilmesi

E Mete - 2023 - gcris.etu.edu.tr
Kablosuz haberleşmede, ağlarda kullanıcı düğümlerin birbirlerine iletim yapabilmelerini,
belirli sürede çok sayıda paketin iletilmesini sağlayacak yöntemlerin geliştirilmesi …

An Optimization Method to Maximize the Service Quality of SCMA Grant-Free Access with MPR

L Wang, J Xu, T Qi, X Jiang, J Cui… - 2021 13th International …, 2021 - ieeexplore.ieee.org
Grant-free access successfully reduces the overhead and delay of signaling in the scenario
of ultra-reliable low-latency communications (URLLC). However, it is also prone to conflict in …