[HTML][HTML] A Multi-Agent Reinforcement Learning-Based Grant-Free Random Access Protocol for mMTC Massive MIMO Networks

FAD Bueno, A Goedtel, T Abrão… - Journal of Sensor and …, 2024 - mdpi.com
The expected huge number of connected devices in Internet of Things (IoT) applications
characterizes the massive machine-type communication (mMTC) scenario, one prominent …

Power back-off based non-orthogonal random access scheme for massive MTC networks

Z Yang, Y Wang, Z Wang, D Xu - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
In this paper, we propose a power back-off based non-orthogonal random access (NORA)
scheme for massive machine-type communications (mMTC) networks. Specifically, by …

Compressive sensing based grant-free random access for massive MTC

Y Mei, Z Gao, D Mi, P Xiao… - … Conference on UK …, 2020 - ieeexplore.ieee.org
Massive machine-type communications (mMTC) are expected to be one of the most primary
scenarios in the next-generation wireless communications and provide massive connectivity …

Signaling Overhead-Constrained Throughput Optimization for 5G Packet-Based Random Access with mMTC

Y Liang, W Zhan, X Sun, K Xie… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
To reduce the signaling overhead for sporadic small packet transmission in massive
Machine Type Communications (mMTC), Packet-Based Random Access (PBRA) scheme is …

SIC Aided -Repetition for Mission-Critical MTC in Cell-Free Massive MIMO

J Ding, J Choi - 2021 IEEE Conference on Standards for …, 2021 - ieeexplore.ieee.org
In this paper, a successive interference cancellation (SIC) aided K-repetition scheme is
proposed to support contention-based mission-critical machine-type communication (MTC) …

Deep learning based double-contention random access for massive machine-type communication

C Zhang, X Sun, W Xia, J Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the rapid development of 5G, massive machine-type communication is expected to
experience significant growth, leading to severe random access collisions. To address this …

Large-scale antenna-assisted grant-free non-orthogonal multiple access via compressed sensing

Y Wu, J Fang - arXiv preprint arXiv:1609.00452, 2016 - arxiv.org
Support massive connectivity is an important requirement in 5G wireless communication
system. For massive Machine Type Communication (MTC) scenario, since the network is …

Greedy data-aided active user detection for massive machine type communications

SA Irtaza, SH Lim, JW Choi - IEEE Wireless Communications …, 2019 - ieeexplore.ieee.org
A grant-free access (GFA) is considered as a promising solution for realizing massive
connectivity with reduced signal overhead and latency in massive machine type …

Co-existing preamble and data transmissions in random access for MTC with massive MIMO

J Choi, J Ding - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
In this article, a Co-existing Preamble and Data (CoPD) random access approach for
machine-type communications (MTC) is proposed and studied in massive multiple input …

Coping with chip-level asynchronicity of coded tandem spreading multiple access for massive machine-type communications

G Ma, B Ai, F Wang, Z Zhong… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Recently, a novel spreading based non-orthogonal multiple access (NOMA) scheme named
coded tandem spreading multiple access (CTSMA) is proposed for grant-free random …