Near-Field Localization with $1$-bit Quantized Hybrid A/D Reception
Fuente:
arXiv
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866916101688918016 |
|---|---|
| author | Gavras, Ioannis Atzeni, Italo Alexandropoulos, George C. |
| author_facet | Gavras, Ioannis Atzeni, Italo Alexandropoulos, George C. |
| contents | In this paper, we consider a hybrid Analog and Digital (A/D) receiver architecture with an extremely large Dynamic Metasurface Antenna (DMA) and an $1$-bit resolution Analog-to-Digital Converter (ADC) at each of its reception radio-frequency chains, and present a localization approach for User Equipment (UE) lying in its near-field regime. The proposed algorithm scans the UE area of interest to identify the DMA-based analog combining configuration resulting to the peak in a received pseudo-spectrum, yielding the UE position estimation in three dimensions. Our simulation results demonstrate the validity of the proposed scheme, especially for increasing DMA sizes, and showcase the interplay among various system parameters. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_12029 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Near-Field Localization with $1$-bit Quantized Hybrid A/D Reception Gavras, Ioannis Atzeni, Italo Alexandropoulos, George C. Information Theory Emerging Technologies In this paper, we consider a hybrid Analog and Digital (A/D) receiver architecture with an extremely large Dynamic Metasurface Antenna (DMA) and an $1$-bit resolution Analog-to-Digital Converter (ADC) at each of its reception radio-frequency chains, and present a localization approach for User Equipment (UE) lying in its near-field regime. The proposed algorithm scans the UE area of interest to identify the DMA-based analog combining configuration resulting to the peak in a received pseudo-spectrum, yielding the UE position estimation in three dimensions. Our simulation results demonstrate the validity of the proposed scheme, especially for increasing DMA sizes, and showcase the interplay among various system parameters. |
| title | Near-Field Localization with $1$-bit Quantized Hybrid A/D Reception |
| topic | Information Theory Emerging Technologies |
| url | https://arxiv.org/abs/2401.12029 |