Multistatic Parameter Estimation in the Near/Far Field for Integrated Sensing and Communication

被引:0
|
作者
Dehkordi, Saeid K. [1 ]
Pucci, Lorenzo [2 ]
Jung, Peter [1 ,3 ]
Giorgetti, Andrea [2 ]
Paolini, Enrico [2 ]
Caire, Giuseppe [1 ]
机构
[1] CNIT/WiLab, The Department of Electrical, Electronic and Information Engineering
[2] Technical University of Berlin, The German Aerospace Center (DLR)
关键词
integrated sensing and communication; multistatic ISAC; near-field parameter estimation; OFDM;
D O I
10.1109/TWC.2024.3458048
中图分类号
学科分类号
摘要
This work proposes a maximum likelihood (ML)-based parameter estimation framework for a millimeter wave (mmWave) integrated sensing and communication (ISAC) system in a multistatic configuration using energy-efficient hybrid digital-analog (HDA) arrays. Due to the typically large arrays deployed in the higher frequency bands to mitigate isotropic path loss, such arrays may operate in the near-field (NF) regime. The proposed parameter estimation in this work consists of a two-stage estimation process, where the first stage is based on far-field (FF) assumptions, and is used to obtain a first estimate of the target parameters. In cases where the target is determined to be in the NF of the arrays, a second estimation based on NF assumptions is carried out to obtain more accurate estimates. In particular, when operating in the near-filed of the transmitter (Tx), we select beamfocusing array weights designed to achieve a constant gain over an extended spatial region and re-estimate the target parameters at the receivers (Rxs). We evaluate the effectiveness of the proposed framework in numerous scenarios through numerical simulations and demonstrate the impact of the custom-designed flat-gain beamfocusing codewords in increasing the communication performance of the system. © 2002-2012 IEEE.
引用
收藏
页码:17929 / 17944
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