Hybrid Grover Search for AUD on a NISQ Device

This paper focuses on the AUD in a NOMA network. To do so with a reduced complexity, we propose a new strategy based on Grover's quantum algorithm to perform the minimum searching so as to implement the ML receiver. As current quantum processors still suffer from noise in the so-called NISQ era, we propose to use Grover's routine with a reduced number of iterations but with several trials. We show that this approach presents a complexity advantage and allows to reach higher success probabilities than Grover's. This strategy may permit to timely deploy such AUD receiver even without perfect quantum (devices.

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Publication Details

Published
2024-08-26
DOI
https://doi.org/10.23919/eusipco63174.2024.10714952
Citations
2
Primary Topic
Robotics and Sensor-Based Localization
Type
article
Field-Weighted Citation Impact
2.60
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article

Hybrid Grover Search for AUD on a NISQ Device

Claire Goursaud, Romain Piron
2 citations
Robotics and Sensor-Based Localization
2.60
article

Hybrid Grover Search for AUD on a NISQ Device

Claire Goursaud, Romain Piron
article en
2 citations

Abstract

This paper focuses on the AUD in a NOMA network. To do so with a reduced complexity, we propose a new strategy based on Grover's quantum algorithm to perform the minimum searching so as to implement the ML receiver. As current quantum processors still suffer from noise in the so-called NISQ era, we propose to use Grover's routine with a reduced number of iterations but with several trials. We show that this approach presents a complexity advantage and allows to reach higher success probabilities than Grover's. This strategy may permit to timely deploy such AUD receiver even without perfect quantum (devices.

Institut national de recherche en sciences et technologies du numérique (FR), Institut National des Sciences Appliquées de Lyon (FR)
Openalex Percentile: Top 9%
Robotics and Sensor-Based Localization
2.60
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