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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