aiqbench analysis
This research establishes a rigorous mathematical boundary for exactly which continuously monitored bosonic systems admit finite-dimensional quantum filters, distinguishing between Gaussian dynamics and generic nonlinear regimes like Kerr oscillators. By introducing the linearized observable Hankel operator, the study provides a clear criterion for when robust filtering is possible and quantifies the error bounds for optimal approximations beyond these exact classes. These findings are critical for advancing control strategies in complex quantum optomechanical systems where infinite-dimensional descriptions are otherwise required.
Realization Theory for Quantum Filtering: Classifying Continuously Monitored Bosonic Systems
arXiv:2609.09663v1 Announce Type: new Abstract: Exact finite-dimensional descriptions exist for a few important classes of continuously monitored quantum systems, but there is no general criterion separating systems that admit such filters from those that do not. We formulate this question as a realization problem and introduce the linearized observable Hankel operator $K_O$, which maps changes in the past measurement record to changes in a future conditional observable. For polynomial bosonic systems under continuous quadrature monitoring, this gives a sharp boundary between finite and infinite realizability. Gaussian dynamics and the Conditional Momentum Moment class admit exact finite-dimensional filters, while nonlinear dynamics outside these classes generically produce infinitely many independent response directions and admit no robust finite-dimensional $C^1$ observable- or state-level filter. The singular values of $K_O$ then extend the same realization framework to approximation, giving the optimal rank-$d$ local-response error beyond the finite classes. Numerical experiments with the Kerr and Duffing oscillators, together with a dynamics-adapted Poisson--Charlier construction for Kerr dynamics, show how this observable-level benchmark interacts with concrete reduced representations. Together, these results identify the boundary of exact quantum filtering and quantify finite-dimensional approximation beyond it.
Abstract:Exact finite-dimensional descriptions exist for a few important classes of continuously monitored quantum systems, but there is no general criterion separating systems that admit such filters from those that do not. We formulate this question as a realization problem and introduce the linearized observable Hankel operator $K_O$, which maps changes in the past measurement record to changes in a future conditional observable. For polynomial bosonic systems under continuous quadrature monitoring, this gives a sharp boundary between finite and infinite realizability. Gaussian dynamics and the Conditional Momentum Moment class admit exact finite-dimensional filters, while nonlinear dynamics outside these classes generically produce infinitely many independent response directions and admit no robust finite-dimensional $C^1$ observable- or state-level filter. The singular values of $K_O$ then extend the same realization framework to approximation, giving the optimal rank-$d$ local-response error beyond the finite classes. Numerical experiments with the Kerr and Duffing oscillators, together with a dynamics-adapted Poisson--Charlier construction for Kerr dynamics, show how this observable-level benchmark interacts with concrete reduced representations. Together, these results identify the boundary of exact quantum filtering and quantify finite-dimensional approximation beyond it.
arXiv:2609.09663 [quant-ph]
(or arXiv:2609.09663v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2609.09663 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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