Engineering reflective intelligence surface with ising hamiltonian and quantum annealing

Charles Ross, Gabriele Gradoni, Zhen Peng

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Over the last few years, we have witnessed a growing interest in leveraging reconfigurable intelligence surfaces (RISs) towards smart wireless environments. One key question arises on how to efficiently select the phase/amplitude configuration of RIS in order to achieve a specific reflective and transmissive behavior. This is of paramount importance when a solution to the optimization problem is not available in closed-form, and thus constitutes a substantial computational task. In this paper, we propose to find the optimal phase configuration by a physics-based approach inspired by the quantum mechanical physics of spins. The values of the local reflection phases across the RIS are obtained by computing the ground state of the equivalent Hamiltonian on a quantum adiabatic optimizer machine. We believe the proposed work provides an interesting direction on the fast optimization of RISs for multi-beam generation in and beyond 5G/6G mobile networks.

Original languageEnglish (US)
Title of host publication2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781733509626
DOIs
StatePublished - Aug 1 2021
Event2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021 - Virtual, Hamilton, Canada
Duration: Aug 1 2021Aug 5 2021

Publication series

Name2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021

Conference

Conference2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021
Country/TerritoryCanada
CityVirtual, Hamilton
Period8/1/218/5/21

Keywords

  • 6G
  • Electromagnetic metamaterials
  • Ising model
  • Quantum annealing
  • Reflective intelligence surfaces
  • Wireless communication

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering
  • Radiation

Fingerprint

Dive into the research topics of 'Engineering reflective intelligence surface with ising hamiltonian and quantum annealing'. Together they form a unique fingerprint.

Cite this