On the road to 6G: Visions, requirements, key technologies, and testbeds

CX Wang, X You, X Gao, X Zhu, Z Li… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Fifth generation (5G) mobile communication systems have entered the stage of commercial
deployment, providing users with new services, improved user experiences as well as a host …

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 …

Task partitioning and offloading in DNN-task enabled mobile edge computing networks

M Gao, R Shen, L Shi, W Qi, J Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Deep neural network (DNN)-task enabled mobile edge computing (MEC) is gaining ubiquity
due to outstanding performance of artificial intelligence. By virtue of characteristics of DNN …

User activity detection and channel estimation for grant-free random access in LEO satellite-enabled Internet of Things

Z Zhang, Y Li, C Huang, Q Guo, L Liu… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
With recent advances on the dense low-Earth orbit (LEO) constellation, the LEO satellite
network has become one promising solution for providing global coverage for Internet-of …

Random access with massive MIMO-OTFS in LEO satellite communications

B Shen, Y Wu, J An, C **ng, L Zhao… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
This paper considers the joint channel estimation and device activity detection in the grant-
free random access systems, where a large number of Internet-of-Things devices intend to …

DeepSIC: Deep soft interference cancellation for multiuser MIMO detection

N Shlezinger, R Fu, YC Eldar - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
Digital receivers are required to recover the transmitted symbols from their observed
channel output. In multiuser multiple-input multiple-output (MIMO) setups, where multiple …

Clustering-based activity detection algorithms for grant-free random access in cell-free massive MIMO

UK Ganesan, E Björnson… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Future wireless networks need to support massive machine type communication (mMTC)
where a massive number of devices accesses the network and massive MIMO is a …

Massive access of static and mobile users via reconfigurable intelligent surfaces: Protocol design and performance analysis

X Cao, B Yang, C Huang… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
The envisioned wireless networks of the future entail the provisioning of massive numbers of
connections, heterogeneous data traffic, ultra-high spectral efficiency, and low latency …

Joint channel estimation, activity detection and data decoding based on dynamic message-scheduling strategies for mMTC

RB Di Renna, RC de Lamare - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this work, we present a joint channel estimation, activity detection and data decoding
scheme for massive machine-type communications. By including the channel and the a …

Deep learning-based user activity detection and channel estimation in grant-free NOMA

H Yu, Z Fei, Z Zheng, N Ye… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In the uplink machine-type communication (MTC) system, a combination of grant-free
transmission and non-orthogonal multiple access (NOMA) emerges to reduce the control …