Artificial intelligence for 5G and beyond 5G: Implementations, algorithms, and optimizations

C Zhang, YL Ueng, C Studer… - IEEE Journal on Emerging …, 2020 - ieeexplore.ieee.org
The communication industry is rapidly advancing towards 5G and beyond 5G (B5G) wireless
technologies in order to fulfill the ever-growing needs for higher data rates and improved …

Joint channel estimation and data detection in cell-free massive MU-MIMO systems

H Song, T Goldstein, X You, C Zhang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
We propose a joint channel estimation and data detection (JED) algorithm for densely-
populated cell-free massive multiuser (MU) multiple-input multiple-output (MIMO) systems …

Mitigating smart jammers in multi-user MIMO

G Marti, T Kölle, C Studer - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
Wireless systems must be resilient to jamming attacks. Existing mitigation methods based on
multi-antenna processing require knowledge of the jammer's transmit characteristics that …

A 2.92-Gb/s/W and 0.43-Gb/s/MG flexible and scalable CGRA-based baseband processor for massive MIMO detection

G Peng, L Liu, S Zhou, S Yin… - IEEE Journal of Solid-State …, 2019 - ieeexplore.ieee.org
Communication systems' development requires service customization in aspects, such as
standards, multiple-input multiple-output (MIMO) scales, and algorithms. The existing …

Theoretical and algorithmic study of inverses of arbitrary high-dimensional multi-input multi-output linear-time-invariant systems

SY Chang, HC Wu - IEEE Transactions on Circuits and Systems …, 2022 - ieeexplore.ieee.org
Nowadays, systems need to be built and/or characterized to handle exceptional
circumstances or adapt to a world itself more complex. A typical phenomenon can often be …

Deep neural network augmented wireless channel estimation for preamble-based ofdm phy on zynq system on chip

SAU Haq, AK Gizzini, S Shrey, SJ Darak… - … Transactions on Very …, 2023 - ieeexplore.ieee.org
Reliable and fast channel estimation is crucial for next-generation wireless networks
supporting a wide range of vehicular and low-latency services. Recently, deep learning (DL) …

Joint channel estimation and data detection in massive MIMO systems based on diffusion models

N Zilberstein, A Swami… - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
We propose a joint channel estimation and data detection algorithm for massive multilple-
input multiple-output systems based on diffusion models. Our proposed method solves the …

Message passing-aided joint data detection and estimation of nonlinear satellite channels

Y Zhang, B Li, N Wu, Y Ma, W Yuan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Satellite communication is capable of supporting seamless global coverage. However,
owing to the reliance on limited-duration solar power, the high power amplifier (HPA) is often …

Block-term tensor decomposition in array signal processing: uniform rectangular arrays

E Kofidis - 2024 32nd European Signal Processing Conference …, 2024 - ieeexplore.ieee.org
Tensor-based methods have attracted significant interest also in array signal processing
(ASP) given the inherently multi-dimensional nature of the problems involved therein. The …

Block-term tensor decomposition in array signal processing

E Kofidis - Digital Signal Processing, 2025 - Elsevier
The ability of tensor decomposition (TD)-based methods to recover latent information,
including channel parameters and transmitted symbols in the array signal processing (ASP) …