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 …

Integrated sensing and communications: Toward dual-functional wireless networks for 6G and beyond

F Liu, Y Cui, C Masouros, J Xu, TX Han… - IEEE journal on …, 2022 - ieeexplore.ieee.org
As the standardization of 5G solidifies, researchers are speculating what 6G will be. The
integration of sensing functionality is emerging as a key feature of the 6G Radio Access …

Integrated sensing and communication in 6G: Motivations, use cases, requirements, challenges and future directions

DKP Tan, J He, Y Li, A Bayesteh… - 2021 1st IEEE …, 2021 - ieeexplore.ieee.org
In 6G, it is envisaged that the function of sensing and communication will coexist and be fully
integrated in one system, sharing the same resources in time, frequency and space …

Five facets of 6G: Research challenges and opportunities

LH Shen, KT Feng, L Hanzo - ACM Computing Surveys, 2023 - dl.acm.org
While the fifth-generation systems are being rolled out across the globe, researchers have
turned their attention to the exploration of radical next-generation solutions. At this early …

Joint communication and sensing toward 6G: Models and potential of using MIMO

X Fang, W Feng, Y Chen, N Ge… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The sixth-generation (6G) network is envisioned to integrate communication and sensing
functions, so as to improve the spectrum efficiency and support explosive novel applications …

Towards integrated sensing and communications for 6G

Q Wang, A Kakkavas, X Gong… - 2022 2nd IEEE …, 2022 - ieeexplore.ieee.org
For the next generation of mobile communications systems, the integration of sensing and
communications promises benefits in terms of spectrum utilization, cost, latency, area and …

Pushing AI to wireless network edge: An overview on integrated sensing, communication, and computation towards 6G

G Zhu, Z Lyu, X Jiao, P Liu, M Chen, J Xu, S Cui… - Science China …, 2023 - Springer
Pushing artificial intelligence (AI) from central cloud to network edge has reached board
consensus in both industry and academia for materializing the vision of artificial intelligence …

Redefining wireless communication for 6G: Signal processing meets deep learning with deep unfolding

A Jagannath, J Jagannath… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The year 2019 witnessed the rollout of the 5G standard, which promises to offer significant
data rate improvement over 4G. While 5G is still in its infancy, there has been an increased …

Twelve scientific challenges for 6G: Rethinking the foundations of communications theory

M Chafii, L Bariah, S Muhaidat… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The research in the sixth generation of wireless networks needs to tackle new challenges in
order to meet the requirements of emerging applications in terms of high data rate, low …

Learning-driven wireless communications, towards 6G

MJ Piran, DY Suh - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
The fifth generation (5G) of wireless communication is in its infancy, and its evolving
versions will be launched over the coming years. However, according to exposing the …