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19932026
most citedA Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

2.7k citations

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94 papers · 1 filter

cs.IT2025★ 30 cited

Secure Beamforming in Multi-User Multi-IRS Millimeter Wave Systems

Anahid Rafieifar, Hosein Ahmadinejad, S. Mohammad Razavizadeh +1

We study the secrecy rate maximization problem in a millimeter wave (mmWave) network, consisting of a base station (BS), multiple intelligent reflecting surfaces (IRSs) (or reconfi…

cs.IT2024★ 91 cited

6G: The Intelligent Network of Everything

Harri Pennanen, Tuomo Hänninen, Oskari Tervo +2

The global 6G vision has taken its shape after years of international research and development efforts. This work culminated in ITU-R Recommendation on "IMT-2030 Framework". While…

cs.IT2024★ 3 cited

Digital versus Analog Transmissions for Federated Learning over Wireless Networks

Jiacheng Yao, Wei Xu, Zhaohui Yang +3

In this paper, we quantitatively compare these two effective communication schemes, i.e., digital and analog ones, for wireless federated learning (FL) over resource-constrained ne…

cs.IT2023★ 14 cited

Energy Efficiency Optimization for Subterranean LoRaWAN Using A Reinforcement Learning Approach: A Direct-to-Satellite Scenario

Kaiqiang Lin, Muhammad Asad Ullah, Hirley Alves +2

The integration of subterranean LoRaWAN and non-terrestrial networks (NTN) delivers substantial economic and societal benefits in remote agriculture and disaster rescue operations.…

cs.IT2023★ 3 cited

Low-Complexity Dynamic Directional Modulation: Vulnerability and Information Leakage

Pedro E. Gória Silva, Adam Narbudowicz, Nicola Marchetti +3

In this paper, the privacy of wireless transmissions is improved through the use of an efficient technique termed dynamic directional modulation (DDM), and is subsequently assessed…

cs.IT2023★ 5 cited

Semantic-Functional Communications in Cyber-Physical Systems

Pedro E. Goria Silva, Pedro H. J. Nardelli, Arthur S. de Sena +4

This paper explores the use of semantic knowledge inherent in the cyber-physical system (CPS) under study in order to minimize the use of explicit communication, which refers to th…