Optimizing Reconfigurable Antenna MIMO Systems with Coherent Ising Machines

Ioannis Krikidis, Abhishek Kumar Singh, Kyle Jamieson

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

1 Scopus citations

Abstract

Reconfigurable antenna multiple-input multiple-output (MIMO) is a promising technology for upcoming 6G communication systems. In this paper, we deal with the problem of configuration selection for reconfigurable antenna MIMO by leveraging Coherent Ising Machines (CIMs). By adopting the CIM as a heuristic solver for the Ising problem, the optimal antenna configuration that maximizes the received signal to noise ratio is investigated. A mathematical framework that converts the selection problem into a CIM-compatible uncon strained quadratic formulation is presented. Numerical studies show that the proposed CIM-based design outperforms classical counterparts and achieves near-optimal performance (similar to exponentially complex exhaustive searching) while ensuring polynomial complexity.

Original languageEnglish (US)
Title of host publication2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024
EditorsMatthew Valenti, David Reed, Melissa Torres
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1134-1139
Number of pages6
ISBN (Electronic)9798350304053
DOIs
StatePublished - 2024
Externally publishedYes
Event2024 Annual IEEE International Conference on Communications Workshops, ICC Workshops 2024 - Denver, United States
Duration: Jun 9 2024Jun 13 2024

Publication series

Name2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024

Conference

Conference2024 Annual IEEE International Conference on Communications Workshops, ICC Workshops 2024
Country/TerritoryUnited States
CityDenver
Period6/9/246/13/24

All Science Journal Classification (ASJC) codes

  • Safety, Risk, Reliability and Quality
  • Control and Optimization
  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Signal Processing
  • Information Systems and Management
  • Renewable Energy, Sustainability and the Environment

Keywords

  • Coherent Ising Machines
  • fluid-antenna systems
  • MIMO systems
  • quantum computing
  • reconfigurable antennas

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