Compressive sensing-based grant-free massive access for 6G massive communication

Z Gao, M Ke, Y Mei, L Qiao, S Chen… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The envisioned sixth-generation (6G) of wireless communications is expected to give rise to
the necessity of connecting very large quantities of heterogeneous wireless devices, which …

A survey on event detection approaches for sensor based IoT

M Kumar, PK Singh, MK Maurya, A Shivhare - Internet of Things, 2023 - Elsevier
Over the period, two significant advancements ie shrinking of the sensor size and improved
communication capability, lead the sensor-based internet-of-things (SBIoT) to mature …

A Scalable Deep-Learning-Based Active User Detection Approach for SEU-Assisted Cell-Free Massive MIMO Systems

L Diao, H Wang, J Li, P Zhu, D Wang… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Massive ultrareliable and low-latency communications (mURLLC) is an emerging and
dominate traffic service in 6G. To reduce the signaling overhead and access delay, grant …

Joint AMP-SBL algorithms for device activity detection and channel estimation in massive MIMO mMTC systems

A Rajoriya, R Budhiraja - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We consider the problem of detecting active devices and estimating their channels in the
uplink of a massive machine type communication (mMTC) network. The base station (BS) in …

Covariance-based activity detection in cooperative multi-cell massive MIMO: Scaling law and efficient algorithms

Z Wang, YF Liu, Z Wang, W Yu - arXiv preprint arXiv:2311.15299, 2023 - arxiv.org
This paper focuses on the covariance-based activity detection problem in a multi-cell
massive multiple-input multiple-output (MIMO) system. In this system, active devices transmit …

Joint activity detection and channel estimation for clustered massive machine type communications

L Marata, OLA López, A Hauptmann… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Compressed sensing multi-user detection (CS-MUD) algorithms play a key role in optimizing
grant-free (GF) non-orthogonal multiple access (NOMA) for massive machine-type …

Energy-efficient cell-free massive MIMO through sparse large-scale fading processing

S Chen, J Zhang, E Björnson… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Cell-free massive multiple-input multiple-output (CF mMIMO) systems serve the user
equipments (UEs) by geographically distributed access points (APs) by means of joint …

Message passing-based joint user activity detection and channel estimation for temporally-correlated massive access

W Zhu, M Tao, X Yuan, Y Guan - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper studies the user activity detection and channel estimation problem in a
temporally-correlated massive access system where a very large number of users …

EM-AMP-based joint active user detection and channel estimation in cell-free system

S Jiang, J Dang, Z Zhang, L Wu, B Zhu… - IEEE Systems …, 2023 - ieeexplore.ieee.org
This article considers the massive access problem in an uplink cell-free multiple-input–
multiple-output (MIMO) system where massive potential users communicate with a set of …

Signal processing and learning for next generation multiple access in 6G

W Chen, Y Liu, H Jafarkhani, YC Eldar, P Zhu… - arXiv preprint arXiv …, 2023 - arxiv.org
Wireless communication systems to date primarily rely on the orthogonality of resources to
facilitate the design and implementation, from user access to data transmission. Emerging …