This paper investigates the asymptotic behavior of localization and sensing accuracy in the near field of extremely large aperture arrays. By accounting for the wavefront curvature and the amplitude variations inherent in the near-field regime, we examine how fundamental limits, such as the Cram´er-Rao lower bound, evolve as array apertures grow to extreme scales. Our analysis characterizes the interplay between geometry and signal parameters, and derives asymptotic expressions for localization and sensing accuracy, revealing scaling laws distinct from those in conventional far- and near-field scenarios. Through the proposed analytical and numerical analysis, it is shown that traditional nearfield results fail when the array size becomes comparable to the target distance (geometric near-field condition).

Giovannetti, C., Decarli, N., Zanella, A., Dardari, D. (2025). Asymptotic Behavior of Localization and Sensing in the Near Field of Extremely Large Aperture Arrays. IEEE [10.1109/ICCWorkshops67674.2025.11162255].

Asymptotic Behavior of Localization and Sensing in the Near Field of Extremely Large Aperture Arrays

Giovannetti C.
Primo
Conceptualization
;
Dardari D.
Ultimo
Investigation
2025

Abstract

This paper investigates the asymptotic behavior of localization and sensing accuracy in the near field of extremely large aperture arrays. By accounting for the wavefront curvature and the amplitude variations inherent in the near-field regime, we examine how fundamental limits, such as the Cram´er-Rao lower bound, evolve as array apertures grow to extreme scales. Our analysis characterizes the interplay between geometry and signal parameters, and derives asymptotic expressions for localization and sensing accuracy, revealing scaling laws distinct from those in conventional far- and near-field scenarios. Through the proposed analytical and numerical analysis, it is shown that traditional nearfield results fail when the array size becomes comparable to the target distance (geometric near-field condition).
2025
2025 IEEE International Conference on Communications Workshops (ICC Workshops)
330
335
Giovannetti, C., Decarli, N., Zanella, A., Dardari, D. (2025). Asymptotic Behavior of Localization and Sensing in the Near Field of Extremely Large Aperture Arrays. IEEE [10.1109/ICCWorkshops67674.2025.11162255].
Giovannetti, C.; Decarli, N.; Zanella, A.; Dardari, D.
File in questo prodotto:
File Dimensione Formato  
CRB_NearField_Asymptotic_New.pdf

accesso aperto

Descrizione: AAM
Tipo: Postprint / Author's Accepted Manuscript (AAM) - versione accettata per la pubblicazione dopo la peer-review
Licenza: Licenza per accesso libero gratuito
Dimensione 551.33 kB
Formato Adobe PDF
551.33 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/1044967
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 2
  • ???jsp.display-item.citation.isi??? ND
social impact