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On the road to 6G: Visions, requirements, key technologies, and testbeds
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 …
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
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 …
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 …
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
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 …
network has become one promising solution for providing global coverage for Internet-of …
Random access with massive MIMO-OTFS in LEO satellite communications
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 …
free random access systems, where a large number of Internet-of-Things devices intend to …
DeepSIC: Deep soft interference cancellation for multiuser MIMO detection
Digital receivers are required to recover the transmitted symbols from their observed
channel output. In multiuser multiple-input multiple-output (MIMO) setups, where multiple …
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
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 …
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
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 …
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
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 …
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
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 …
transmission and non-orthogonal multiple access (NOMA) emerges to reduce the control …