The Integrated Sensing and Communication Revolution for 6G: Vision, Techniques, and Applications
Journal article, 2024
Future wireless networks will integrate sensing, learning, and communication to provide new services beyond communication and to become more resilient. Sensors at the network infrastructure, sensors on the user equipment (UE), and the sensing capability of the communication signal itself provide a new source of data that connects the physical and radio frequency (RF) environments. A wireless network that harnesses all these sensing data can not only enable additional sensing services but also become more resilient to channel-dependent effects such as blockage and better support adaptation in dynamic environments as networks reconfigure. In this article, we provide a vision for integrated sensing and communication (ISAC) networks and an overview of how signal processing, optimization, and machine learning (ML) techniques can be leveraged to make them a reality in the context of 6G. We also include some examples of the performance of several of these strategies when evaluated using a simulation framework based on a combination of ray-tracing measurements and mathematical models that mix the digital and physical worlds.
Industries
monostatic sensing
Simultaneous localization and mapping
integrated sensing and communications (ISACs)
Wireless networks
Signal processing algorithms
sensing-aided communication
reconfigurable intelligent surface (RIS)-aided localization
radio positioning
near-field ISAC
6G mobile communication
Distributed joint sensing and communication (S&C)
Surveys
radio simultaneous localization and mapping (SLAM)
Sensors
Author
Nuria Gonzalez-Prelcic
The Electrical and Computer Engineering Department
Musa Furkan Keskin
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Ossi Kaltiokallio
University of Tampere
M. Valkama
University of Tampere
Davide Dardari
University of Bologna
Xiao Shen
Tsinghua University
Yuan Shen
Tsinghua University
Murat Bayraktar
The Electrical and Computer Engineering Department
Henk Wymeersch
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Proceedings of the IEEE
0018-9219 (ISSN) 15582256 (eISSN)
Vol. 112 7 676-723A holistic flagship towards the 6G network platform and system, to inspire digital transformation, for the world to act together in meeting needs in society and ecosystems with novel 6G services
European Commission (EC) (101095759-Hexa-X-II), 2022-12-01 -- 2025-06-30.
Hardware-aware Integrated Localization and Sensing for Communication Systems
Swedish Research Council (VR) (2022-03007), 2023-01-01 -- 2026-12-31.
Areas of Advance
Information and Communication Technology
Subject Categories (SSIF 2011)
Telecommunications
Communication Systems
Signal Processing
DOI
10.1109/JPROC.2024.3397609