Classifying beams carrying orbital angular momentum with machine learning: tutorial
This tutorial discusses optical communication systems that propagate light carrying orbital
angular momentum through random media and use machine learning (aka artificial …
angular momentum through random media and use machine learning (aka artificial …
Deep learning enhanced Rydberg multifrequency microwave recognition
Recognition of multifrequency microwave (MW) electric fields is challenging because of the
complex interference of multifrequency fields in practical applications. Rydberg atom-based …
complex interference of multifrequency fields in practical applications. Rydberg atom-based …
Review of vortex beam orbital angular momentum mode detection methods
Orbital angular momentum (OAM) is a new physical dimension that has revolutionized
optical communication. This paper presents the common vortex beams (VBs) and the state …
optical communication. This paper presents the common vortex beams (VBs) and the state …
Deep-learning-assisted communication capacity enhancement by non-orthogonal state recognition of structured light
In light of pending capacity crunch in information era, orbital-angular-momenta-carrying
vortex beams are gaining traction thanks to enlarged transmission capability. However, high …
vortex beams are gaining traction thanks to enlarged transmission capability. However, high …
Deep-learning-based recognition of multi-singularity structured light
Structured light with customized topological patterns inspires diverse classical and quantum
investigations underpinned by accurate detection techniques. However, the current …
investigations underpinned by accurate detection techniques. However, the current …
Spin to orbital angular momentum transfer in frequency up-conversion
We demonstrate the spin to orbital angular momentum transfer in frequency upconversion
with structured light beams. A vector vortex is coupled to a circularly polarized Gaussian …
with structured light beams. A vector vortex is coupled to a circularly polarized Gaussian …
Speckle-based structured light shift-keying for non-line-of-sight optical communication
We report an experimental proof of concept for speckle-based one-to-three non-line-of-sight
(NLOS) free space optical (FSO) communication channels employing structured light shift …
(NLOS) free space optical (FSO) communication channels employing structured light shift …
Regression of high-dimensional angular momentum states of light
The orbital angular momentum (OAM) of light is an infinite-dimensional degree of freedom of
light with several applications in both classical and quantum optics. However, to fully take …
light with several applications in both classical and quantum optics. However, to fully take …
Speckle-learned convolutional neural network for the recognition of intensity degenerate orbital angular momentum modes
Intensity degenerate orbital angular momentum (OAM) modes are impossible to recognize
by direct visual inspection even using available machine learning techniques. We are …
by direct visual inspection even using available machine learning techniques. We are …
Recognition of orbital-angular-momentum modes with different topological charges and their unknown superpositions via machine learning
LF Zhang, YY Lin, ZY She, ZH Huang, JZ Li, X Luo… - Physical Review A, 2021 - APS
Light beams carrying orbital-angular-momentum (OAM) play an important role in optical
manipulation and communication owing to their unbounded state space. However, it is still …
manipulation and communication owing to their unbounded state space. However, it is still …