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Publications (5 of 5) Show all publications
Rivetti, S., Demir, Ö. T., Björnson, E. & Skoglund, M. (2025). Clutter-Aware Target Detection for ISAC in a Millimeter-Wave Cell-Free Massive MIMO System. In: SPAWC 2025 - 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications - Proceedings: . Paper presented at 26th IEEE International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications, SPAWC 2025, Surrey, United Kingdom of Great Britain, July 7-10, 2025. Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>Clutter-Aware Target Detection for ISAC in a Millimeter-Wave Cell-Free Massive MIMO System
2025 (English)In: SPAWC 2025 - 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications - Proceedings, Institute of Electrical and Electronics Engineers (IEEE) , 2025Conference paper, Published paper (Refereed)
Abstract [en]

In this paper, we investigate the performance of an integrated sensing and communication (ISAC) system within a cell-free massive multiple-input multiple-output (MIMO) system. Each access point (AP) operates in the millimeter-wave (mmWave) frequency band. The APs jointly serve the user equipments (UEs) in the downlink while simultaneously detecting a target through dedicated sensing beams directed toward a reconfigurable intelligent surface (RIS). Although the AP-RIS, RIS-target, and AP-target channels have both line-of-sight (LoS) and non-line-of-sight (NLoS) parts, only knowledge of the LoS paths is assumed to be available. A key contribution of this study is the consideration of clutter, which degrades the target detection performance if not handled. We propose an algorithm to alternatively optimize the transmit power allocation and the RIS phase-shift matrix, maximizing the target signal-to-clutter-plus-noise ratio (SCNR) while ensuring a minimum signal-to-interference-plus-noise ratio (SINR) for the UEs. Numerical results demonstrate that exploiting the clutter subspace significantly enhances detection probability, particularly at high clutter-to-noise ratios, and reveal that an increased number of transmit side clusters impairs detection performance. Finally, we highlight the performance gains achieved using a dedicated sensing beam.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2025
Keywords
cell-free massive MIMO, ISAC, mmWave, RIS
National Category
Communication Systems Telecommunications Signal Processing
Identifiers
urn:nbn:se:kth:diva-371383 (URN)10.1109/SPAWC66079.2025.11143538 (DOI)001597377300135 ()2-s2.0-105016903244 (Scopus ID)
Conference
26th IEEE International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications, SPAWC 2025, Surrey, United Kingdom of Great Britain, July 7-10, 2025
Note

Part of ISBN 9781665477765

QC 20251009

Available from: 2025-10-09 Created: 2025-10-09 Last updated: 2026-05-29Bibliographically approved
Rivetti, S., Tuǧfe Demir, Ö., Björnson, E. & Skoglund, M. (2025). Destructive and Constructive Ris Beamforming in an Isac Multi-User Mimo Network. In: ICC 2025 - IEEE International Conference on Communications: . Paper presented at 2025 IEEE International Conference on Communications, ICC 2025, Montreal, Canada, June 8-12, 2025 (pp. 2412-2417). Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>Destructive and Constructive Ris Beamforming in an Isac Multi-User Mimo Network
2025 (English)In: ICC 2025 - IEEE International Conference on Communications, Institute of Electrical and Electronics Engineers (IEEE) , 2025, p. 2412-2417Conference paper, Published paper (Refereed)
Abstract [en]

Integrated sensing and communication (ISAC) has already established itself as a promising solution to the spectrum scarcity problem, even more so when paired with a reconfigurable intelligent surface (RIS), as RISs can shape the propagation environment by adjusting their phase-shift coefficients. Albeit the potential performance gain, a RIS is also a potential security threat to the system. In this paper, we explore both the positive and negative sides of having a RIS in a multi-user multiple-input multiple-output (MIMO) ISAC network. We first develop an alternating optimization algorithm, obtaining the active and passive beamforming vectors that maximize the sensing signal-to-noise ratio (SNR) under minimum signal-to-interference-plus-noise ratio (SINR) constraints for the communication users and finite power budget. We also investigate the destructive potential of the RIS by devising a RIS phase-shift optimization algorithm that minimizes the sensing SNR while preserving the same minimum communication SINR previously guaranteed by the system. We further investigate the impact of the RIS's individual element failures on the system performance. The simulation results show that the RIS performance-boosting potential is as good as its destructive one and that both of our optimization strategies are hindered by the investigated impairments.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2025
Keywords
ISAC, malicious RIS, MIMO, RIS, RIS element failures
National Category
Telecommunications Signal Processing Communication Systems
Identifiers
urn:nbn:se:kth:diva-372511 (URN)10.1109/ICC52391.2025.11162058 (DOI)001701279800343 ()2-s2.0-105018464210 (Scopus ID)
Conference
2025 IEEE International Conference on Communications, ICC 2025, Montreal, Canada, June 8-12, 2025
Note

Part of ISBN 9798331505219

QC 20251110

Available from: 2025-11-10 Created: 2025-11-10 Last updated: 2026-05-29Bibliographically approved
Rivetti, S., Demir, Ö. T., Björnson, E. & Skoglund, M. (2025). Millimeter-Wave Joint Radar and Communications With an RIS-Integrated Array. In: 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2025: . Paper presented at 36th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2025, Istanbul, Türkiye, September 1-4, 2025. Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>Millimeter-Wave Joint Radar and Communications With an RIS-Integrated Array
2025 (English)In: 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2025, Institute of Electrical and Electronics Engineers (IEEE) , 2025Conference paper, Published paper (Refereed)
Abstract [en]

In the context of the joint radar and communications (JRC) framework, reconfigurable intelligent surfaces (RISs) emerged as a promising technology for their ability to shape the propagation environment by adjusting their phase-shift coefficients. However, achieving perfect synchronization and effective collaboration between access points (APs) and RISs is crucial to successful operation. This paper investigates the performance of a bistatic JRC network operating in the millimeter-wave (mmWave) frequency band, where the receiving AP is equipped with an RIS-integrated array. This system simultaneously serves multiple UEs while estimating the position of a target with limited prior knowledge of its position. To achieve this, we optimize both the power allocation of the transmitted waveform and the RIS phase-shift matrix to minimize the position error bound (PEB) of the target. At the same time, we ensure that the UEs achieve an acceptable level of spectral efficiency. The numerical results show that an RIS-integrated array, even with a small number of receiving antennas, can achieve high localization accuracy. Additionally, optimized phase-shifts significantly improve the localization accuracy in comparison to a random phase-shift configuration.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2025
Keywords
Cramér-Rao bound, joint radar and communications, massive MIMO, millimeter-Wave, RIS-integrated array
National Category
Signal Processing Communication Systems Telecommunications
Identifiers
urn:nbn:se:kth:diva-377982 (URN)10.1109/PIMRC62392.2025.11274989 (DOI)001724830000194 ()2-s2.0-105030539740 (Scopus ID)
Conference
36th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2025, Istanbul, Türkiye, September 1-4, 2025
Note

Part of ISBN 9798350363234

QC 20260316

Available from: 2026-03-16 Created: 2026-03-16 Last updated: 2026-05-29Bibliographically approved
Rivetti, S., Demir, Ö. T., Björnson, E. & Skoglund, M. (2024). Malicious Reconfigurable Intelligent Surfaces: How Impactful Can Destructive Beamforming be?. IEEE Wireless Communications Letters, 13(7), 1918-1922
Open this publication in new window or tab >>Malicious Reconfigurable Intelligent Surfaces: How Impactful Can Destructive Beamforming be?
2024 (English)In: IEEE Wireless Communications Letters, ISSN 2162-2337, E-ISSN 2162-2345, Vol. 13, no 7, p. 1918-1922Article in journal (Refereed) Published
Abstract [en]

Reconfigurable intelligent surfaces (RISs) have demonstrated significant potential for enhancing communication system performance if properly configured. However, a RIS might also pose a risk to the network security. In this letter, we explore the impact of a malicious RIS on a multi-user multiple-input single-output (MISO) system when the system is unaware of the RIS's malicious intentions. The objective of the malicious RIS is to degrade the signal-to-noise ratio (SNR) of a specific user equipment (UE), with the option of preserving the SNR of the other UEs, making the attack harder to detect. To achieve this goal, we derive the optimal RIS phase-shift pattern, assuming perfect channel state information (CSI) at the hacker. We then relax this assumption by introducing CSI uncertainties and subsequently determine the RIS's phase-shift pattern using a robust optimization approach. Our simulations reveal a direct proportionality between the performance degradation caused by the malicious RIS and the number of reflective elements, along with resilience toward CSI uncertainties.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2024
Keywords
Reconfigurable intelligent surface (RIS), malicious RIS, imperfect CSI, SNR degradation
National Category
Communication Systems
Identifiers
urn:nbn:se:kth:diva-350836 (URN)10.1109/LWC.2024.3395831 (DOI)001266360800012 ()2-s2.0-85192201063 (Scopus ID)
Note

QC 20240722

Available from: 2024-07-22 Created: 2024-07-22 Last updated: 2024-08-20Bibliographically approved
Rivetti, S., Björnson, E. & Skoglund, M. (2024). Secure Spatial Signal Design for ISAC in a Cell-Free MIMO Network. In: 2024 IEEE Wireless Communications and Networking Conference, WCNC 2024 - Proceedings: . Paper presented at 25th IEEE Wireless Communications and Networking Conference, WCNC 2024, Dubai, United Arab Emirates, Apr 21 2024 - Apr 24 2024. Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>Secure Spatial Signal Design for ISAC in a Cell-Free MIMO Network
2024 (English)In: 2024 IEEE Wireless Communications and Networking Conference, WCNC 2024 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE) , 2024Conference paper, Published paper (Refereed)
Abstract [en]

In this paper, we study a cell-free multiple-input multiple-output network equipped with integrated sensing and communication (ISAC) access points (APs). The distributed APs are used to jointly serve the communication needs of user equipments (UEs) while sensing a target, assumed to be an eavesdropper (Eve). To increase the system's robustness towards said Eve, we develop an ISAC waveform model that includes artificial noise (AN) aimed at degrading the Eve channel quality. The central processing unit receives the observations from each AP and calculates the optimal precoding and AN covariance matrices by solving a semi-definite relaxation of a constrained Cramer-Rao bound (CRB) minimization problem. Simulation results highlight an underlying trade-off between sensing and communication performances: in particular, the UEs signal-to-noise and interference ratio and the maximum Eve's signal to noise ratio are directly proportional to the CRB. Furthermore, the optimal AN covariance matrix is rank-1 and has a peak in the eve's direction, leading to a surprising inverse-proportionality between the UEs-Eve distance and optimal-CRB magnitude.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2024
Keywords
Cell-free MIMO, CRB, ISAC, signal design
National Category
Communication Systems
Identifiers
urn:nbn:se:kth:diva-350994 (URN)10.1109/WCNC57260.2024.10570706 (DOI)001268569301038 ()2-s2.0-85198826202 (Scopus ID)
Conference
25th IEEE Wireless Communications and Networking Conference, WCNC 2024, Dubai, United Arab Emirates, Apr 21 2024 - Apr 24 2024
Note

Part of ISBN 979-8-3503-0358-2

QC 20240725

Available from: 2024-07-24 Created: 2024-07-24 Last updated: 2024-10-07Bibliographically approved
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Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-3851-3923

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