Compressive sensing-based IoT applications: A review

H Djelouat, A Amira, F Bensaali - Journal of Sensor and Actuator …, 2018 - mdpi.com
The Internet of Things (IoT) holds great promises to provide an edge cutting technology that
enables numerous innovative services related to healthcare, manufacturing, smart cities and …

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 …

Grant-free rateless multiple access: A novel massive access scheme for Internet of Things

Z Zhang, X Wang, Y Zhang… - IEEE Communications …, 2016 - ieeexplore.ieee.org
Rateless multiple access (RMA) is a novel non-orthogonal multiple access framework that is
promising for massive access in Internet of Things due to its high efficiency and low …

Compressive sensing multi-user detection for multicarrier systems in sporadic machine type communication

F Monsees, M Woltering… - 2015 IEEE 81st …, 2015 - ieeexplore.ieee.org
Massive Machine Type Communication is seen as one major driver for the research of new
physical layer technologies for future communication systems. To handle massive access …

Efficient detectors for joint compressed sensing detection and channel decoding

HF Schepker, C Bockelmann… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In slotted random access of many nodes, multi-user detection (MUD) can be applied to
handle collisions. One novel PHY layer approach for jointly detecting activity and data in …

Novel Bayesian inference algorithms for multiuser detection in M2M communications

X Zhang, YC Liang, J Fang - IEEE Transactions on Vehicular …, 2017 - ieeexplore.ieee.org
The fifth generation and future wireless networks are expected to support massive machine-
to-machine (M2M) communications. Due to the sporadic nature, massive M2M …

Sparsity-aware successive interference cancellation with practical constraints

B Knoop, F Monsees, C Bockelmann… - WSA 2013; 17th …, 2013 - ieeexplore.ieee.org
This paper investigates new detection methods for low data-rate Machine Type
Communication. Special attention is paid to uplink communication in networks where nodes …

Scalable compressive sensing-based multi-user detection scheme for Internet-of-Things applications

J Liu, HY Cheng, CC Liao… - 2015 IEEE workshop on …, 2015 - ieeexplore.ieee.org
Rapid growth in the number of users (largely sensor nodes) of most Internet-of-Things (IoT)
applications is widely expected in recent years. 3G or 4G protocols are designed for regular …

A potential solution for MTC: Multi-carrier compressed sensing multi-user detection

F Monsees, M Woltering… - 2015 49th Asilomar …, 2015 - ieeexplore.ieee.org
Compressed Sensing Multi-User Detection is a recently developed physical layer method to
decrease signaling in massive Machine communications by using means from the field of …

Activity and channel estimation in multi-user wireless sensor networks

B Knoop, S Schmale… - WSA 2016; 20th …, 2016 - ieeexplore.ieee.org
Machine-type communications is quite often of very low data rate and of sporadic nature. In
a multi-user wireless sensor network, this sporadic transmission activity can favourably be …