Physics & Astronomy ETDs


Robert Cook

Publication Date



This dissertation studies the statistics and modeling of a quantum system probed by a coherent laser field. We focus on an ensemble of qubits dispersively coupled to a traveling wave light field. The first research topic explores the quantum measurement statistics of a quasi-monochromatic laser probe. We identify the shortest timescale that successive measurements approximately commute. Our model predicts that for a probe in the near infrared, noncommuting measurement effects are apparent for subpicosecond times. The second dissertation topic attempts to find an approximation to a conditional master equation, which maps identical product states to identical product states. Through a technique known as projection filtering, we find such a equation for an ensemble of qubits experiencing a diffusive measurement of a collective angular momentum projection, in addition to global rotations. We then test the quality of the approximation through numerical simulations. This measurement model is known to be entangling and without the rotations we find poor agreement between the exact and approximate predictions. However, in the presence of strong randomized rotations, the approximation reproduces the exact expectation values to within 95% accuracy. The final topic applies the projection filter to the problem of state reconstruction. We find an initial state estimate based on a single continuous measurement of an identically prepared atomic ensemble. Given the ability to make a continuous collective measurement and simultaneously applying time varying controls, it is possible to find an accurate estimate given based upon a single measurement realization. Previous experiments implementing this method found high fidelity estimates, but were ultimately limited by decoherence. Here we explore the fundamental limits of this protocol by studying an idealized model for pure qubits, which is limited only by measurement backaction. This ultimately makes the measurement statistics a nonlinear function of the initial state. Via the projection filter, we find an efficiently computed approximation to the log-likelihood function. Using the exact dynamics to produce simulated measurements, we then numerically search for a maximum likelihood estimate based on the approximate expression. We ultimately find that our estimation technique nearly achieves an average fidelity bound set by an optimum POVM.

Degree Name


Level of Degree


Department Name

Physics & Astronomy

First Advisor

Deutsch, Ivan

First Committee Member (Chair)

Prasad, Sudhakar

Second Committee Member

Loring, Terry

Third Committee Member

Carlton, Caves




Quantum measurement, Quantum tomography, nonlinear filtering

Document Type