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Channel coding towards 6G: Technical overview and outlook
Channel coding plays a pivotal role in ensuring reliable communication over wireless
channels. With the growing need for ultra-reliable communication in emerging wireless use …
channels. With the growing need for ultra-reliable communication in emerging wireless use …
SPARCs for unsourced random access
Unsourced random-access (U-RA) is a type of grant-free random access with a virtually
unlimited number of users, of which only a certain number K a are active on the same time …
unlimited number of users, of which only a certain number K a are active on the same time …
Towards 6G: An Overview of the Next Generation of Intelligent Network Connectivity
The development of 6G networks represents a groundbreaking leap in mobile
communication, targeting the creation of an Intelligent Network of Everything that seamlessly …
communication, targeting the creation of an Intelligent Network of Everything that seamlessly …
Unsourced random access with coded compressed sensing: Integrating AMP and belief propagation
VK Amalladinne, AK Pradhan, C Rush… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Sparse regression codes with approximate message passing (AMP) decoding have gained
much attention in recent times. The concepts underlying this coding scheme extend to …
much attention in recent times. The concepts underlying this coding scheme extend to …
Fundamental limits of many-user MAC with finite payloads and fading
SS Kowshik, Y Polyanskiy - IEEE Transactions on Information …, 2021 - ieeexplore.ieee.org
Consider a (multiple-access) wireless communication system where users are connected to
a unique base station over a shared-spectrum radio links. Each user has a fixed number k of …
a unique base station over a shared-spectrum radio links. Each user has a fixed number k of …
Bayes-optimal estimation in generalized linear models via spatial coupling
We consider the problem of signal estimation in a generalized linear model (GLM). GLMs
include many canonical problems in statistical estimation, such as linear regression, phase …
include many canonical problems in statistical estimation, such as linear regression, phase …
Sparse Regression LDPC Codes
JR Ebert, JF Chamberland… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This article introduces a novel concatenated coding scheme called sparse regression LDPC
(SR-LDPC) codes. An SR-LDPC code consists of an outer non-binary LDPC code and an …
(SR-LDPC) codes. An SR-LDPC code consists of an outer non-binary LDPC code and an …
Many-user multiple access with random user activity
We study the Gaussian multiple access channel with random user activity, in the regime
where the number of users is proportional to the code length. The receiver may know some …
where the number of users is proportional to the code length. The receiver may know some …
FPGA implementation of threshold projection orthogonal matching pursuit algorithm for compressed sensing reconstruction
S Liu, J Ma, C Cui - IEEE Transactions on Circuits and Systems …, 2023 - ieeexplore.ieee.org
Compressed sensing (CS) theory realizes sparse signal sampling at a sub-Nyquist
frequency to reduce the high computational cost of signal processing systems. As one of the …
frequency to reduce the high computational cost of signal processing systems. As one of the …
Modulated sparse superposition codes for the complex AWGN channel
K Hsieh, R Venkataramanan - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper studies a generalization of sparse superposition codes (SPARCs) for
communication over the complex additive white Gaussian noise (AWGN) channel. In a …
communication over the complex additive white Gaussian noise (AWGN) channel. In a …