Exploiting Moving Arrays for Near-Field Sensing

Yilong Chen, Zixiang Ren, Xianghao Yu, Lei Liu, Jie Xu

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

1 Citation (Scopus)

Abstract

This letter exploits moving arrays to enable near-field multiple-input multiple-output (MIMO) sensing via a limited number of antenna elements. We consider a scenario where a base station (BS) is equipped with a uniform linear array (ULA) on a moving platform. The objective is to locate a point target in the two-dimensional (2D) space by leveraging the near-field channel characteristics created by the movement of antenna arrays. Under this setup, we analyze the Cramér-Rao bound (CRB) for estimating the target's 2D coordinate, which provides the fundamental sensing performance limits for localization. It is revealed that our proposed design with a moving array achieves a CRB that is proportional to the CRB obtained by an equivalent extremely large ULA matching the platform's size. This shows that the movement of antenna array significantly enlarges its effective aperture to enable near-field sensing. Numerical results show that the proposed moving array design substantially enhances the target estimation performance compared to the conventional fixed array benchmark. © 2024 IEEE.
Original languageEnglish
JournalIEEE Wireless Communications Letters
DOIs
Publication statusOnline published - 4 Dec 2024

Funding

The work of Y. Chen, Z. Ren, and J. Xu was supported in part by the National Natural Science Foundation of China under grants No. 62471424, the Basic Research Project No. HZQB-KCZYZ-2021067 of Hetao ShenzhenHK S&T Cooperation Zone, the National Natural Science Foundation of China under grants No. 92267202 and U2001208, the Guangdong Provincial Key Laboratory of Future Networks of Intelligence under grant No. 2022B1212010001, the Shenzhen Key Laboratory of Big Data and Artificial Intelligence No. ZDSYS201707251409055, and the Guangdong Major Project of Basic and Applied Basic Research (No. 2023B0303000001). The work of X. Yu was supported by the Hong Kong Research Grants Council under Grants No. 16212922 and 21215423.

Research Keywords

  • Cramér-Rao bound
  • MIMO sensing
  • Moving array
  • near-field localization

RGC Funding Information

  • RGC-funded

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