When Does Multipath Improve Imaging Resolution?

Nishant Mehrotra, Ashutosh Sabharwal

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

In this paper, we characterize resolution limits for imaging in electromagnetic spectrum where multipath is commonly encountered, e.g., spectrum often used for wireless communication. We analyze a passive system configuration with an aperture of fixed spatial extent sampling fields backscattered from an imaging scene consisting of both line-of-sight (LOS) and non-line-of-sight (NLOS) paths. We characterize the resolution limits using the degrees of freedom (DoF) metric. We make progress towards answering the question: when does multipath offer gains in imaging resolution over LOS-only propagation? Prior theoretical and empirical analysis offer seemingly contradictory answers to this question. On the one hand, prior theoretical analysis suggests that multipath does not improve resolution beyond LOS-only propagation. However, numerical simulations of multipath-exploiting imaging suggest otherwise. We show that the prior results correspond to two extreme operational regimes, under which multipath is equivalent to either LOS-only or NLOS-only propagation. Our DoF analysis unifies prior results, and establishes that: (i) multipath captures the best of both LOS-only and NLOS-only propagation, and (ii) under certain geometric configurations of scatterers, multipath can offer significant resolution gains over LOS-only propagation.

Original languageEnglish (US)
Pages (from-to)135-146
Number of pages12
JournalIEEE Journal on Selected Areas in Information Theory
Volume3
Issue number1
DOIs
StatePublished - Mar 1 2022

Keywords

  • Degrees of freedom
  • multipath
  • multipath exploitation
  • resolution analysis
  • scattering
  • wireless imaging

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Media Technology
  • Artificial Intelligence
  • Applied Mathematics

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