Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/11914
Title: Multi-Target Integrated Sensing and Communications in Massive Mimo Systems
Authors: Topal, Ozan Alp
Demir, Ozlem Tugfe
Bjornson, Emil
Cavdar, Cicek
Keywords: Integrated Sensing And Communications
Cram & Eacute
R-Rao Bound
Massive Mimo
Semi-Definite Relaxation
Integrated Sensing And Communications
Cram & Eacute
R-Rao Bound
Massive Mimo
Semi-Definite Relaxation
Publisher: Ieee-inst Electrical Electronics Engineers inc
Abstract: Integrated sensing and communications (ISAC) allows networks to perform sensing alongside data transmission. While most ISAC studies focus on single-target, multi-user scenarios, multi-target sensing is scarcely researched. This letter examines the monostatic sensing performance of a multi-target massive MIMO system, aiming to minimize the sum of Cram & eacute;r-Rao lower bounds (CRLBs) for target direction-of-arrival estimates while meeting user equipment (UE) rate requirements. We propose several precoding schemes, comparing sensing performance and complexity, and find that sensing-focused precoding with power allocation for communication achieves near-optimal performance with 20 times less complexity than joint precoding. Additionally, time-sharing between communication and sensing outperforms simple time division, highlighting the benefits of resource-sharing for ISAC.
Description: Bjornson, Emil/0000-0002-5954-434X; Topal, Ozan Alp/0000-0002-4640-7020
URI: https://doi.org/10.1109/LWC.2024.3501417
ISSN: 2162-2337
2162-2345
Appears in Collections:Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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