Treffer: Massive MIMO Channel-aware Decision Fusion Aided by Reconfigurable Intelligent Surfaces
Title:
Massive MIMO Channel-aware Decision Fusion Aided by Reconfigurable Intelligent Surfaces
Authors:
Contributors:
University of Naples Federico II = Università degli studi di Napoli Federico II (UNINA), University of Cassino and Southern Lazio [Cassino], CentraleSupélec, Centre National de la Recherche Scientifique (CNRS), Université Paris-Saclay, Université du Luxembourg = University of Luxembourg = Universität Luxemburg (uni.lu), ANR-22-PEFT-0005,NF-YACARI,Beyond 5G mmWave Circuits, Antennas and RIS(2022)
Source:
2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025, Hyderabad, India, April 6-11, 2025, Apr 2025, Hyderabad, India. ⟨10.1109/ICASSP49660.2025.10887713⟩
Publisher Information:
CCSD; IEEE, 2025.
Publication Year:
2025
Collection:
collection:CNRS
collection:CENTRALESUPELEC
collection:UNIV-PARIS-SACLAY
collection:UNIVERSITE-PARIS-SACLAY
collection:ANR
collection:PEPR_RESEAUX_DU_FUTUR
collection:NF-YACARI
collection:CENTRALESUPELEC
collection:UNIV-PARIS-SACLAY
collection:UNIVERSITE-PARIS-SACLAY
collection:ANR
collection:PEPR_RESEAUX_DU_FUTUR
collection:NF-YACARI
Subject Terms:
Subject Geographic:
Original Identifier:
HAL: hal-05378153
Document Type:
Konferenz
conferenceObject<br />Conference papers
Language:
English
Relation:
info:eu-repo/semantics/altIdentifier/doi/10.1109/ICASSP49660.2025.10887713
DOI:
10.1109/ICASSP49660.2025.10887713
Access URL:
Rights:
info:eu-repo/semantics/OpenAccess
URL: http://creativecommons.org/licenses/by/
URL: http://creativecommons.org/licenses/by/
Accession Number:
edshal.hal.05378153v1
Database:
HAL
Weitere Informationen
This paper investigates channel-aware decision fusion empowered by massive MIMO systems and reconfigurable intelligent surfaces (RIS). By integrating both, we aim to improve goal-oriented (fusion) performance despite the unique propagation challenges introduced. Specifically, we investigate traditional favorable propagation properties in the context of RIS-aided Massive MIMO decision fusion. The above analysis is then leveraged (i) to design three sub-optimal simple fusion rules suited for the large-array regime and (ii) to devise an optimization criterion for RIS reflection coefficients based on long-term channel statistics. Simulation results confirm the appeal of the presented design.