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 language | English |
|---|---|
| Article number | 8477998 |
| Pages (from-to) | 2774-2780 |
| Number of pages | 7 |
| Journal | IEEE Transactions on Control Systems Technology |
| Volume | 27 |
| Issue number | 6 |
| DOIs | |
| State | Published - Nov 2019 |
| Externally published | Yes |
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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