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 …

Active device detection and performance analysis of massive non-orthogonal transmissions in cellular internet of things

D Cai, P Fan, Q Zou, Y Xu, Z Ding, Z Liu - Science China information …, 2022 - Springer
This paper investigates multiple access schemes for uplink and downlink transmissions in
cellular networks with massive Internet of Things (IoT) devices. Recall that single-carrier …

Dynamic message scheduling based on activity-aware residual belief propagation for asynchronous mMTC

RB Di Renna, RC de Lamare - IEEE Wireless Communications …, 2021 - ieeexplore.ieee.org
In this letter, we propose a joint active device detection and channel estimation framework
based on factor graphs for asynchronous uplink grant-free massive multiple-antenna …

A low-complexity joint user activity, channel and data estimation for grant-free massive MIMO systems

Q Zou, H Zhang, D Cai, H Yang - IEEE Signal Processing …, 2020 - ieeexplore.ieee.org
This letter considers a joint user activity, channel and data estimation problem in an uplink
grant-free massive MIMO systems with low-precision analog-to-digital converters (ADCs) …

High-Dimensional Multiple-Measurement-Vector Problem: Mutual Information and Message Passing

Q Zou, H Zhang - IEEE Transactions on Signal Processing, 2023 - ieeexplore.ieee.org
In this paper, we study the high-dimensional multiple-measurement-vector (MMV) problem,
which typically arises in massive machine-type communications (mMTC) that operates with …

Joint identification and channel estimation for fault detection in industrial IoT with correlated sensors

L Chetot, M Egan, JM Gorce - IEEE Access, 2021 - ieeexplore.ieee.org
As industrial plants increase the number of wirelessly connected sensors for fault detection,
a key problem is to identify and obtain data from the sensors. Due to the large number of …

Threshold-enhanced hierarchical spatial non-stationary channel estimation for uplink massive mimo systems

C Tan, D Cai, Y Xu, Z Ding, P Fan - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Spatial non-stationarity channel estimation for uplink massive MIMO systems can be
formulated as a non-uniform block sparse signal recovery problem, in which the hierarchical …

User activity detection for irregular repetition slotted ALOHA based MMTC

CR Srivatsa, CR Murthy - IEEE Transactions on Signal …, 2022 - ieeexplore.ieee.org
Irregular repetition slotted aloha (IRSA) is a grant-free random access protocol for massive
machine-type communications, in which users transmit replicas of their packet in randomly …

Decentralized channel estimation for the uplink of grant-free massive machine-type communications

S Liu, H Zhang, Q Zou - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
This paper studies the joint estimation of channel fading and user activity for the uplink of a
grant-free massive machine-type communication system. Comparing with previous studies …

Mitigating user identification errors in resource optimization for grant-free random access

A Jeannerot, M Egan, L Chetot… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
In grant-free random access, a key question is how devices should utilize resources without
coordination. One standard solution to this problem are strategies where devices randomly …