Localization attack by precoder feedback overhearing in 5G networks and countermeasures

S Roth, S Tomasin, M Maso… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… (from a codebook) to be used for downlink transmission. The … by which an external attacker
determines the user position by … Unfortunately, malicious devices external to the network may …

Beamforming and precoding techniques

D Darsena, G Gelli, F Verde - arXiv preprint arXiv:2004.05079, 2020 - arxiv.org
… Native NR support for mMTC and device-to-device (D2D) communications, called ​…
transmitting very few bits on the feedback channel. This approach, called codebook-based precoding

Stochastic Augmented Projected Gradient Methods for the Large-Scale Precoding Matrix Indicator Selection Problem

J Zhang, Z Jin, B Jiang, Z Wen - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
… a public pilot including information of CSI to the user devices. … The associate editor coordinating
the review of this article … in x can directly determine a partial permutation matrix X with the …

Utilization of beam signatures supporting high user mobility with extremely low feedback overhead

S Park, W Sung - IEEE Access, 2022 - ieeexplore.ieee.org
… In this paper, a new way of transmitting accurate beams to … beam corresponding to the precoder
matrix indicator (PMI) … We use DL to determine the beam signature index j in (15) and the …

Precoding and beamforming techniques in mmwave-massive mimo: Performance assessment

T Kebede, Y Wondie, J Steinbrunn, HB Kassa… - IEEE …, 2022 - ieeexplore.ieee.org
… None of them jointly reviews precoding and/or beamforming … is determined by the modulation
scheme used for transmission… The amount of mobile devices does not exceed that of BS RF …

Alternating optimization based hybrid precoding strategies for millimeter wave MIMO systems

X Qiao, Y Zhang, M Zhou, L Yang - IEEE Access, 2020 - ieeexplore.ieee.org
… MIMO systems, the transmit signals are adjusted by baseband digital … The problem (30a) of
finding a linear combination of l … Leus, and RW Heath, “Limited feedback hybrid precoding for …

Precoding for cooperative MIMO channels with asymmetric feedback

L Miretti, M Kobayashi, D Gesbert - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
precoding with centralized CSIT implies the transmission of a … can be prestored at multiple
devices whereas timely exchange of … Finding a good solution for rank constrained problems …

Implementation of deep-learning-based csi feedback reporting on 5g nr-compliant link-level simulator

DG Riviello, R Tuninato, E Zimaglia, R Fantini… - Sensors, 2023 - mdpi.com
… The precoding matrix indicator is reported by the user … to select the precoding matrix
suggested by the device, but, when… matrix at its output to determine the optimal precoding vector. …

What is the value of limited feedback for next generation of cellular systems?

M Behjati, MH Mazlan, AM Ramly, R Nordin… - Wireless Personal …, 2020 - Springer
… filters with the precoder matrix ahead of transmission to equalize the … indicator (CDI)
which is utilized to compute the precoder … However, with the advent of device-to-device (D2D) …

Deep reinforcement learning approach to MIMO precoding problem: Optimality and robustness

H Lee, M Girnyk, J Jeong - arXiv preprint arXiv:2006.16646, 2020 - arxiv.org
… We calculate the uncoded BER performance by comparing … In the next section, we review
policy-based RL algorithms that … at the receiver and 1(C) is an indicator that yields 1 if C is true …