Sparse activity detection for massive connectivity

Z Chen, F Sohrabi, W Yu - IEEE Transactions on Signal …, 2018 - ieeexplore.ieee.org
This paper considers the massive connectivity application in which a large number of
devices communicate with a base-station (BS) in a sporadic fashion. Device activity …

Orthogonal AMP for massive access in channels with spatial and temporal correlations

Y Cheng, L Liu, L Ping - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
We address the joint device activity detection and channel estimation (JACE) problem in a
massive MIMO connectivity scenario in which a large number of mobile devices are …

Massive connectivity with massive MIMO—Part I: Device activity detection and channel estimation

L Liu, W Yu - IEEE Transactions on Signal Processing, 2018 - ieeexplore.ieee.org
This two-part paper considers an uplink massive device communication scenario in which a
large number of devices are connected to a base station (BS), but user traffic is sporadic so …

Multi-cell sparse activity detection for massive random access: Massive MIMO versus cooperative MIMO

Z Chen, F Sohrabi, W Yu - IEEE transactions on wireless …, 2019 - ieeexplore.ieee.org
This paper considers sparse device activity detection for cellular machine-type
communications with non-orthogonal signatures using the approximate message passing …

Deep-learned approximate message passing for asynchronous massive connectivity

W Zhu, M Tao, X Yuan, Y Guan - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper considers the massive connectivity problem in an asynchronous grant-free
random access system, where a huge number of devices sporadically transmit data to a …

MAP-based active user and data detection for massive machine-type communications

BK Jeong, B Shim, KB Lee - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
With the advent of the Internet of things, massive machine-type communications (mMTC)
have become one of the most important requirements for next generation communication …

Exploiting sparsity in channel and data estimation for sporadic multi-user communication

HF Schepker, C Bockelmann… - ISWCS 2013; The Tenth …, 2013 - ieeexplore.ieee.org
Machine-to-Machine communication requires new physical layer concepts to meet future
requirements. In previous works it has already been shown that Compressive Sensing (CS) …

Improved scaling law for activity detection in massive MIMO systems

S Haghighatshoar, P Jung… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In this paper, we study the problem of activity detection (AD) in a massive MIMO setup,
where the Base Station (BS) has M≫ 1 antennas. We consider a block fading channel …

Cooperative activity detection: Sourced and unsourced massive random access paradigms

X Shao, X Chen, DWK Ng, C Zhong… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper investigatesthe issue of cooperative activity detection for grant-free random
access in the sixth-generation (6G) cell-free wireless networks with sourced and unsourced …

A dimension reduction-based joint activity detection and channel estimation algorithm for massive access

X Shao, X Chen, R Jia - IEEE Transactions on Signal …, 2019 - ieeexplore.ieee.org
Grant-free random access is a promising protocol to support massive access in beyond fifth-
generation (B5G) cellular Internet-of-Things (IoT) with sporadic traffic. Specifically, in each …