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pro vyhledávání: '"Böck, A"'
Autor:
Turan, Nurettin, Allaparapu, Srikar, Amor, Donia Ben, Böck, Benedikt, Joham, Michael, Utschick, Wolfgang
This letter proposes a graph neural network (GNN)-based framework for statistical precoder design that leverages model-based insights to compactly represent statistical knowledge, resulting in efficient, lightweight architectures. The framework also
Externí odkaz:
http://arxiv.org/abs/2412.07519
We propose decoupling networks for the reconfigurable intelligent surface (RIS) array as a solution to benefit from the mutual coupling between the reflecting elements. In particular, we show that when incorporating these networks, the system model r
Externí odkaz:
http://arxiv.org/abs/2411.17779
This work addresses the fundamental linear inverse problem in compressive sensing (CS) by introducing a new type of regularizing generative prior. Our proposed method utilizes ideas from classical dictionary-based CS and, in particular, sparse Bayesi
Externí odkaz:
http://arxiv.org/abs/2411.09483
In this paper, we solve a classical counting problem for non-degenerate quadratic forms defined on a vector space in odd characteristic; given a subspace $\pi$, we determine the number of non-singular subspaces that are trivially intersecting with $\
Externí odkaz:
http://arxiv.org/abs/2409.12312
Autor:
Turan, Nurettin, Böck, Benedikt, Fesl, Benedikt, Joham, Michael, Gündüz, Deniz, Utschick, Wolfgang
In this work, we propose a Gaussian mixture model (GMM)-based pilot design scheme for downlink (DL) channel estimation in single- and multi-user multiple-input multiple-output (MIMO) frequency division duplex (FDD) systems. In an initial offline phas
Externí odkaz:
http://arxiv.org/abs/2408.03756
In this paper we investigate the explainability of transformer models and their plausibility for hate speech and counter speech detection. We compare representatives of four different explainability approaches, i.e., gradient-based, perturbation-base
Externí odkaz:
http://arxiv.org/abs/2407.20274
In this paper, we solve a classical counting problem for non-degenerate forms of symplectic and hermitian type defined on a vector space: given a subspace $\pi$, we find the number of non-singular subspaces that are trivially intersecting with $\pi$
Externí odkaz:
http://arxiv.org/abs/2407.07486
Statistical prior channel knowledge, such as the wide-sense-stationary-uncorrelated-scattering (WSSUS) property, and additional side information both can be used to enhance physical layer applications in wireless communication. Generally, the wireles
Externí odkaz:
http://arxiv.org/abs/2406.04282
Divisible design graphs were introduced in 2011 by Haemers, Kharaghani and Meulenberg. In this paper, we introduce the notion of $q$-analogs of divisible design graphs and show that all $q$-analogs of divisible design graphs come from spreads, and ar
Externí odkaz:
http://arxiv.org/abs/2405.13230
Publikováno v:
J. Fluid Mech. 987 (2024) A33
We study the energy stability of pressure-driven laminar magnetohydrodynamic flow in a rectangular duct with transverse homogeneous magnetic field and electrically insulating walls. For sufficiently strong fields, the laminar velocity distribution ha
Externí odkaz:
http://arxiv.org/abs/2404.08802