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Iterative maximum-likelihood reconstruction in quantum homodyne tomography

Published 28 May 2004 IOP Publishing Ltd
, , Citation A I Lvovsky 2004 J. Opt. B: Quantum Semiclass. Opt. 6 S556 DOI 10.1088/1464-4266/6/6/014

1464-4266/6/6/S556

Abstract

I propose an iterative expectation maximization algorithm for reconstructing the density matrix of an optical ensemble from a set of balanced homodyne measurements. The algorithm applies directly to the acquired data, bypassing the intermediate step of calculating marginal distributions. The advantages of the new method are made manifest by comparing it with the traditional inverse Radon transformation technique.

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