Efficient and feasible state tomography of quantum many-body systems
arXiv:1204.5735 · doi:10.1088/1367-2630/15/1/015024
Abstract
We present a novel method to perform quantum state tomography for many-particle systems which are particularly suitable for estimating states in lattice systems such as of ultra-cold atoms in optical lattices. We show that the need for measuring a tomographically complete set of observables can be overcome by letting the state evolve under some suitably chosen random circuits followed by the measurement of a single observable. We generalize known results about the approximation of unitary 2-designs, i.e., certain classes of random unitary matrices, by random quantum circuits and connect our findings to the theory of quantum compressed sensing. We show that for ultra-cold atoms in optical lattices established techniques like optical super-lattices, laser speckles, and time-of-flight measurements are sufficient to perform fully certified, assumption-free tomography. Combining our approach with tensor network methods - in particular the theory of matrix-product states - we identify situations where the effort of reconstruction is even constant in the number of lattice sites, allowing in principle to perform tomography on large-scale systems readily available in present experiments.
10 pages, 3 figures, minor corrections, discussion added, emphasizing that no single-site addressing is needed at any stage of the scheme when implemented in optical lattice systems
References in corpus (12)
- Quantum phase transition from a superfluid to a Mott insulator in a gas of ultracold atoms
- Ultracold atomic gases in optical lattices: mimicking condensed matter physics and beyond
- Scalable multi-particle entanglement of trapped ions
- Matrix Product Density Operators: Simulation of finite-T and dissipative systems
- Efficient quantum state tomography
- Ultracold Atoms in a Tunable Optical Kagome Lattice
- Measuring entanglement growth in quench dynamics of bosons in an optical lattice
- Evenly distributed unitaries: on the structure of unitary designs
- Measuring entanglement entropy of a generic many-body system with a quantum switch
- Controlling and Detecting Spin Correlations of Ultracold Atoms in Optical lattices
- Quantum Many-Body Dynamics of Coupled Double-Well Superlattices
- Dressed, noise- or disorder- resilient optical lattices
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