Simultaneous Measurement of Complementary Observables with Compressive Sensing
arXiv:1605.04174 · doi:10.1103/PhysRevLett.112.253602
Abstract
The more information a measurement provides about a quantum system's position statistics, the less information a subsequent measurement can provide about the system's momentum statistics. This information trade-off is embodied in the entropic formulation of the uncertainty principle. Traditionally, uncertainty relations correspond to resolution limits; increasing a detector's position sensitivity decreases its momentum sensitivity and vice-versa. However, this is not required in general; for example, position information can instead be extracted at the cost of noise in momentum. Using random, partial projections in position followed by strong measurements in momentum, we efficiently determine the transverse-position and transverse-momentum distributions of an unknown optical field with a single set of measurements. The momentum distribution is directly imaged, while the position distribution is recovered using compressive sensing. At no point do we violate uncertainty relations; rather, we economize the use of information we obtain.
7 pages, 5 figures
References in corpus (7)
- Quantum state tomography via compressed sensing
- Compressive ghost imaging
- Direct Measurement of the Quantum Wavefunction
- Colloquium: Understanding Quantum Weak Values: Basics and Applications
- Efficient quantum state tomography
- A Straightforward Introduction to Continuous Quantum Measurement
- Efficient measurement of quantum dynamics via compressive sensing
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