Cube-split: A structured Grassmannian constellation for non-coherent SIMO communications

KH Ngo, A Decurninge, M Guillaud… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we propose a practical structured constellation for non-coherent
communication with a single transmit antenna over Rayleigh flat and block fading channel …

Grassmannian product codebooks for limited feedback massive MIMO with two-tier precoding

S Schwarz, M Rupp… - IEEE Journal of Selected …, 2019 - ieeexplore.ieee.org
In frequency-division duplex full-dimension massive MIMO systems, one of the main
challenges is to obtain sufficiently accurate channel state information (CSI) at the transmitter …

Recursive CSI quantization of time-correlated MIMO channels by deep learning classification

S Schwarz - IEEE Signal Processing Letters, 2020 - ieeexplore.ieee.org
In frequency division duplex (FDD) multiple-input multiple-output (MIMO) wireless
communications, limited channel state information (CSI) feedback is a central tool to support …

Codebook training for trellis-based hierarchical Grassmannian classification

S Schwarz, T Tsiftsis - IEEE Wireless Communications Letters, 2021 - ieeexplore.ieee.org
We consider classification of points on a complex-valued Grassmann manifold of-
dimensional subspaces within the-dimensional complex Euclidean space. We introduce a …

Coded random access for massive MTC under statistical channel knowledge

D Duchemin, L Chetot, JM Gorce… - 2019 IEEE 20th …, 2019 - ieeexplore.ieee.org
This paper focuses on random uplink transmissions of a subset of nodes disseminated in a
cell. Under the constraints of massive Machine Type Communication (mMTC) in cellular Low …

[PDF][PDF] Design and analysis of a practical codebook for non-coherent communications.

KH Ngo, A Decurninge, M Guillaud, S Yang - ACSSC, 2017 - academia.edu
In this paper, we introduce and analyze a practical codebook for single-antenna non-
coherent communications, with codewords belonging to the Grassmannian of lines defined …

Context-tree-based lossy compression and its application to CSI representation

HK Miyamoto, S Yang - IEEE transactions on communications, 2022 - ieeexplore.ieee.org
We propose novel compression algorithms for time-varying channel state information (CSI)
in wireless communications. The proposed scheme combines (lossy) vector quantisation …

Reduced complexity recursive Grassmannian quantization

S Schwarz, M Rupp - IEEE Signal Processing Letters, 2020 - ieeexplore.ieee.org
We propose a novel recursive multi-stage approach to Grassmannian quantization.
Compared to the commonly employed single-stage quantization, our method has the …

Spread Spectrum Modulation with Grassmannian Constellations for Mobile Multiple Access Underwater Acoustic Channels

C Bernard, PJ Bouvet, B Tomasi - Sensors, 2022 - mdpi.com
The objective of this study is to evaluate Grassmannian constellations combined with a
spread spectrum multiple access scheme for underwater acoustic mobile multiple access …

Tree-structured quantization on Grassmann and Stiefel manifolds

S Schwarz, M Rupp - 2021 Data Compression Conference …, 2021 - ieeexplore.ieee.org
We propose novel tree-structured quantization approaches for points on Grassmann and
Stiefel manifolds. Such manifold quantizers find application, eg, for channel state information …