Integrated sensing and communications: Recent advances and ten open challenges
It is anticipated that integrated sensing and communications (ISACs) would be one of the
key enablers of next-generation wireless networks (such as beyond 5G (B5G) and 6G) for …
key enablers of next-generation wireless networks (such as beyond 5G (B5G) and 6G) for …
Real-time digital twins: Vision and research directions for 6G and beyond
This article presents a vision where real-time digital twins of the physical wireless
environments are continuously updated using multi-modal sensing data from the distributed …
environments are continuously updated using multi-modal sensing data from the distributed …
Integrated sensing and communication for 6G: Ten key machine learning roles
U Demirhan, A Alkhateeb - IEEE Communications Magazine, 2023 - ieeexplore.ieee.org
Integrating sensing and communication is a defining theme for future wireless systems. This
is motivated by the promising performance gains, especially as they assist each other, and …
is motivated by the promising performance gains, especially as they assist each other, and …
Integrated sensing and communication: Enabling techniques, applications, tools and data sets, standardization, and future directions
J Wang, N Varshney, C Gentile… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The design of integrated sensing and communication (ISAC) systems has drawn recent
attention for its capacity to solve a number of challenges. Indeed, ISAC can enable …
attention for its capacity to solve a number of challenges. Indeed, ISAC can enable …
Intelligent multi-modal sensing-communication integration: Synesthesia of machines
In the era of sixth-generation (6G) wireless communications, integrated sensing and
communications (ISAC) is recognized as a promising solution to upgrade the physical …
communications (ISAC) is recognized as a promising solution to upgrade the physical …
Radar aided 6G beam prediction: Deep learning algorithms and real-world demonstration
U Demirhan, A Alkhateeb - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Adjusting the narrow beams at millimeter wave (mmWave) and terahertz (THz) MIMO
communication systems is associated with high beam training overhead, which makes it …
communication systems is associated with high beam training overhead, which makes it …
Edge learning for 6G-enabled Internet of Things: A comprehensive survey of vulnerabilities, datasets, and defenses
The deployment of the fifth-generation (5G) wireless networks in Internet of Everything (IoE)
applications and future networks (eg, sixth-generation (6G) networks) has raised a number …
applications and future networks (eg, sixth-generation (6G) networks) has raised a number …
LiDAR aided future beam prediction in real-world millimeter wave V2I communications
This letter presents the first large-scale real-world evaluation for using LiDAR data to guide
the mmWave beam prediction task. A machine learning (ML) model that leverages LiDAR …
the mmWave beam prediction task. A machine learning (ML) model that leverages LiDAR …
Vision-position multi-modal beam prediction using real millimeter wave datasets
Enabling highly-mobile millimeter wave (mmWave) and terahertz (THz) wireless
communication applications requires overcoming the critical challenges associated with the …
communication applications requires overcoming the critical challenges associated with the …
Machine learning for millimeter wave and terahertz beam management: A survey and open challenges
Next-generation wireless communication networks will benefit from beamforming gain to
utilize higher bandwidths at millimeter wave (mmWave) and terahertz (THz) bands. For high …
utilize higher bandwidths at millimeter wave (mmWave) and terahertz (THz) bands. For high …