DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Transverse mode analysis for free-space laser beams using Bayesian analysis

Abstract

Reliable and rapid assessment of the transverse mode quality of a free-space laser beam has a wide range of applications in laser development, research, and utilization. It has become even more important with recent advances in developing orbital angular momentum photon beams across a broad spectral region. In this work, a general modal analysis method for a free-space multimode laser beam has been developed based on Bayesian analysis. After transforming mode decomposition into a linear system problem, a Gaussian probabilistic model is used to find a closed-form solution. The method is found to be robust with the presence of Gaussian noise. Prior knowledge about the mode content can be incorporated into the method to improve the solution for situations when coherent disturbances or contamination are present in the laser beam. This method can be used to analyze the mode content for laser beams in different bases, such as Hermite–Gaussian (HG) modes and Laguerre–Gaussian (LG) modes. Three applications of this method are presented: a detailed modal analysis of the beam image from the incoherent intensity addition of HG modes and two examples of mode decomposition using the complex wavefront from the coherent superposition of HG and LG modes. The feasibility ofmore » this method is demonstrated using various simulation results. Based on digital images of a laser beam recorded without complex wavelength-limiting optics, in principle, this method can be used in a wide wavelength range from infrared to ultraviolet, and possibly x ray.« less

Authors:
ORCiD logo; ORCiD logo; ; ORCiD logo
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1776475
Grant/Contract Number:  
FG02-97ER41033
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Applied Optics
Additional Journal Information:
Journal Name: Applied Optics Journal Volume: 60 Journal Issue: 12; Journal ID: ISSN 1559-128X
Publisher:
Optical Society of America
Country of Publication:
United States
Language:
English

Citation Formats

Liu, Peifan, Yan, Jun, Li, Wei, and Wu, Ying K. Transverse mode analysis for free-space laser beams using Bayesian analysis. United States: N. p., 2021. Web. doi:10.1364/AO.420217.
Liu, Peifan, Yan, Jun, Li, Wei, & Wu, Ying K. Transverse mode analysis for free-space laser beams using Bayesian analysis. United States. https://doi.org/10.1364/AO.420217
Liu, Peifan, Yan, Jun, Li, Wei, and Wu, Ying K. Tue . "Transverse mode analysis for free-space laser beams using Bayesian analysis". United States. https://doi.org/10.1364/AO.420217.
@article{osti_1776475,
title = {Transverse mode analysis for free-space laser beams using Bayesian analysis},
author = {Liu, Peifan and Yan, Jun and Li, Wei and Wu, Ying K.},
abstractNote = {Reliable and rapid assessment of the transverse mode quality of a free-space laser beam has a wide range of applications in laser development, research, and utilization. It has become even more important with recent advances in developing orbital angular momentum photon beams across a broad spectral region. In this work, a general modal analysis method for a free-space multimode laser beam has been developed based on Bayesian analysis. After transforming mode decomposition into a linear system problem, a Gaussian probabilistic model is used to find a closed-form solution. The method is found to be robust with the presence of Gaussian noise. Prior knowledge about the mode content can be incorporated into the method to improve the solution for situations when coherent disturbances or contamination are present in the laser beam. This method can be used to analyze the mode content for laser beams in different bases, such as Hermite–Gaussian (HG) modes and Laguerre–Gaussian (LG) modes. Three applications of this method are presented: a detailed modal analysis of the beam image from the incoherent intensity addition of HG modes and two examples of mode decomposition using the complex wavefront from the coherent superposition of HG and LG modes. The feasibility of this method is demonstrated using various simulation results. Based on digital images of a laser beam recorded without complex wavelength-limiting optics, in principle, this method can be used in a wide wavelength range from infrared to ultraviolet, and possibly x ray.},
doi = {10.1364/AO.420217},
journal = {Applied Optics},
number = 12,
volume = 60,
place = {United States},
year = {Tue Apr 13 00:00:00 EDT 2021},
month = {Tue Apr 13 00:00:00 EDT 2021}
}

Works referenced in this record:

Advances in optical angular momentum
journal, August 2008

  • Franke-Arnold, S.; Allen, L.; Padgett, M.
  • Laser & Photonics Review, Vol. 2, Issue 4
  • DOI: 10.1002/lpor.200810007

Intensity-based modal decomposition of optical beams in terms of Hermite–Gaussian functions
journal, January 2000

  • Xue, Xin; Wei, Haiqing; Kirk, Andrew G.
  • Journal of the Optical Society of America A, Vol. 17, Issue 6
  • DOI: 10.1364/JOSAA.17.001086

Transverse mode analysis of a laser beam by near- and far-field intensity measurements
journal, January 1995

  • Cutolo, Antonello; Isernia, Tommaso; Izzo, IIdegonda
  • Applied Optics, Vol. 34, Issue 34
  • DOI: 10.1364/AO.34.007974

Intensity-based modal analysis of partially coherent beams with Hermite–Gaussian modes
journal, January 1998


New developments in laser resonators
conference, June 1990

  • Siegman, Anthony E.
  • OE/LASE '90, 14-19 Jan., Los Angeles, CA, SPIE Proceedings
  • DOI: 10.1117/12.18425

Optimal wavefront reconstruction from a Shack-Hartmann sensor by use of a Bayesian algorithm
journal, June 1994


Mode analysis with a spatial light modulator as a correlation filter
journal, January 2012

  • Flamm, Daniel; Naidoo, Darryl; Schulze, Christian
  • Optics Letters, Vol. 37, Issue 13
  • DOI: 10.1364/OL.37.002478

Evaluation of the modal structure of light beams composed of incoherent mixtures of Hermite–Gaussian modes
journal, January 1999

  • Santarsiero, Massimo; Gori, Franco; Borghi, Riccardo
  • Applied Optics, Vol. 38, Issue 25
  • DOI: 10.1364/AO.38.005272

Measurement of the orbital angular momentum density of light by modal decomposition
journal, July 2013


Compensation for readout noise in CCD images
journal, January 1995

  • Snyder, Donald L.; Helstrom, Carl W.; Lanterman, Aaron D.
  • Journal of the Optical Society of America A, Vol. 12, Issue 2
  • DOI: 10.1364/JOSAA.12.000272

CCD noise removal in digital images
journal, September 2006


Fast modal analysis for Hermite–Gaussian beams via deep learning
journal, January 2020

  • An, Yi; Hou, Tianyue; Li, Jun
  • Applied Optics, Vol. 59, Issue 7
  • DOI: 10.1364/AO.377189

Linear equations method for modal decomposition using intensity information
journal, January 2013

  • Li, Yuanyang; Guo, Jin; Liu, Lisheng
  • Journal of the Optical Society of America A, Vol. 30, Issue 12
  • DOI: 10.1364/JOSAA.30.002502

Turbulence correction with artificial neural networks
journal, January 2018


Orbital angular momentum of light and the transformation of Laguerre-Gaussian laser modes
journal, June 1992


Quantum Entanglement of High Angular Momenta
journal, November 2012


Use of biorthogonal functions for the modal decomposition of multimode beams
journal, July 2001


Transverse laser-mode structure determination from spatial coherence measurements: Experimental results
journal, November 1989

  • Tervonen, E.; Turunen, J.; Friberg, A. T.
  • Applied Physics B Photophysics and Laser Chemistry, Vol. 49, Issue 5
  • DOI: 10.1007/BF00325341

Machine learning approach to OAM beam demultiplexing via convolutional neural networks
journal, January 2017


Theoretical description of Shack–Hartmann wave-front sensor
journal, July 2003


Spin-to-orbital conversion of the angular momentum of light and its classical and quantum applications
journal, April 2011


Coherent-mode decomposition of partially polarized, partially coherent sources
journal, January 2003

  • Gori, Franco; Santarsiero, Massimo; Simon, Raja
  • Journal of the Optical Society of America A, Vol. 20, Issue 1
  • DOI: 10.1364/JOSAA.20.000078

A Hessenberg-Schur method for the problem AX + XB= C
journal, December 1979

  • Golub, G.; Nash, S.; Van Loan, C.
  • IEEE Transactions on Automatic Control, Vol. 24, Issue 6
  • DOI: 10.1109/TAC.1979.1102170

Fast M 2 measurement for fiber beams based on modal analysis
journal, January 2012

  • Flamm, Daniel; Schulze, Christian; Brüning, Robert
  • Applied Optics, Vol. 51, Issue 7
  • DOI: 10.1364/AO.51.000987

Phase retrieval for short wavelength orbital angular momentum beams using knife-edge diffraction
journal, November 2020


Orbital angular momentum: origins, behavior and applications
journal, January 2011

  • Yao, Alison M.; Padgett, Miles J.
  • Advances in Optics and Photonics, Vol. 3, Issue 2
  • DOI: 10.1364/AOP.3.000161

Phase retrieval from series of images obtained by defocus variation
journal, November 2001


Phase-shift interference-based wavefront characterization for orbital angular momentum modes
journal, January 2013


Computational Methods for Inverse Problems
book, January 2002


Phase retrieval by demodulation of a Hartmann–Shack sensor
journal, January 2003


Determining spatial modes of lasers with spatial coherence measurements
journal, January 2000

  • Warnky, Carolyn M.; Anderson, Betty Lise; Klein, Charles A.
  • Applied Optics, Vol. 39, Issue 33
  • DOI: 10.1364/AO.39.006109

Digital spatial light modulators
journal, March 2009


Creation and detection of optical modes with spatial light modulators
journal, January 2016

  • Forbes, Andrew; Dudley, Angela; McLaren, Melanie
  • Advances in Optics and Photonics, Vol. 8, Issue 2
  • DOI: 10.1364/AOP.8.000200