Cooperative ISAC Networks: Opportunities and Challenges

The integration of sensing and communication (ISAC) emerges as a cornerstone technology for the sixth generation era, seamlessly incorporating sensing functionality into wireless networks as a native capability. The main challenges in efficient ISAC are constituted by its limited sensing and communication (S&C) coverage as well as severe inter-cell interference. Network-level ISAC relying on multi-cell cooperation is capable of effectively expanding both the S&C coverage, and of providing extra degrees of freedom (DoF) for realizing increased integration gains between S&C. In this work, we provide new considerations for ISAC networks, including new metrics, the optimization of the DoF, and cooperation regimes, and we high-light new S&C tradeoffs. Then, we discuss a suite of cooperative S&C architectures, both at the task, as well as, data and signal levels. Furthermore, the interplay between S&C at the network level is investigated, and promising research directions are outlined.

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Publication Details

Journal
IEEE Wireless Communications
Published
2024-10-22
DOI
https://doi.org/10.1109/mwc.008.2400151
Citations
64
Primary Topic
Collaboration in agile enterprises
Type
article
Field-Weighted Citation Impact
46.80
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article

Cooperative ISAC Networks: Opportunities and Challenges

Athina P. Petropulu, Christos Masouros, Kaitao Meng, Lajos Hanzo
64 citations
IEEE Wireless Communications
Collaboration in agile enterprises
46.80
article

Cooperative ISAC Networks: Opportunities and Challenges

Athina P. Petropulu, Christos Masouros, Kaitao Meng, Lajos Hanzo
article en
64 citations

Abstract

The integration of sensing and communication (ISAC) emerges as a cornerstone technology for the sixth generation era, seamlessly incorporating sensing functionality into wireless networks as a native capability. The main challenges in efficient ISAC are constituted by its limited sensing and communication (S&C) coverage as well as severe inter-cell interference. Network-level ISAC relying on multi-cell cooperation is capable of effectively expanding both the S&C coverage, and of providing extra degrees of freedom (DoF) for realizing increased integration gains between S&C. In this work, we provide new considerations for ISAC networks, including new metrics, the optimization of the DoF, and cooperation regimes, and we high-light new S&C tradeoffs. Then, we discuss a suite of cooperative S&C architectures, both at the task, as well as, data and signal levels. Furthermore, the interplay between S&C at the network level is investigated, and promising research directions are outlined.

IEEE Wireless CommunicationsVol. 32(3)
Rutgers, The State University of New Jersey (US), University of Southampton (GB), University College London (GB)
Openalex Percentile: Top 0%
Collaboration in agile enterprises
46.80
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Cooperative ISAC Networks: Opportunities and Challenges — Athina P. Petropulu, Christos Masouros, et al. · IEEE Wireless Communications (2024) | TGRS Research Map | TGRS