Filtering for a Class of Quantum Systems with Classical Stochastic Disturbances

  • Qi Yu
  • , Daoyi Dong*
  • , Ian Petersen
  • , Muhammad Emzir
  • , Qing Gao
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

9 Scopus citations

Abstract

We present filtering equations for a class of hybrid quantum-classical systems where a quantum optical cavity system is continuously disturbed by a classical linear stochastic process. Another quantum cavity system is employed to describe the classical stochastic process as an analog. The initial hybrid quantum-classical system consisting of both a classical signal and a quantum cavity system is then modeled by a combined quantum system with two quantum cavity systems. The stochastic master equations, or filtering equations, are then derived using quantum filtering theory. A quantum extended Kalman filter method is adopted as a convenient solution to this filtering problem. The effectiveness of both methods is illustrated by numerical examples.

Original languageEnglish
Article number8477998
Pages (from-to)2774-2780
Number of pages7
JournalIEEE Transactions on Control Systems Technology
Volume27
Issue number6
DOIs
StatePublished - Nov 2019
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 1993-2012 IEEE.

Keywords

  • Quantum extended Kalman filter (QEKF)
  • quantum filtering
  • quantum systems

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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