Manuylovich, Egor (2025). Sparse intensity sampling for ultrafast full-field reconstruction in low-dimensional photonic systems. Communications Physics, 8 ,
Abstract
Phase-sensitive measurements usually utilize interferometric techniques to retrieve the optical phase. However, when the feature space of an electromagnetic field is inherently low dimensional, most field parameters can be extracted from intensity measurements only. However, even the fastest of the previously published intensity-only methods have too high a computational complexity to be applicable at high data rates and, most importantly, require data from CCD cameras, which are generally slow. This paper shows how a few intensity measurements taken from properly placed photodetectors can be used to reconstruct the complex-valued field fully in systems with low-dimensional feature space. The presented method allows full-field characterization in few-mode fibers and does not employ a reference beam. This result is 3 orders of magnitude faster than the fastest previously published result and uses 3 orders of magnitude fewer photodetectors, allowing retrieval of mode amplitudes and phases relative to the fundamental mode using only several photodetectors. This approach enables ultrafast applications of intensity-only mode decomposition method, including pulse-to-pulse laser beam characterization, providing an essential tool for experimental exploration of the modal dynamics in spatiotemporal modelocked systems. It can also be applied to ultrafast sensing in few-mode fibers and for coherent mode division-multiplexed receivers using quadratic detectors only.
Publication DOI: | https://doi.org/10.1038/s42005-025-02079-0 |
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Divisions: | College of Engineering & Physical Sciences > Aston Institute of Photonics Technology (AIPT) |
Funding Information: | E.M. acknowledges the support of the EPSRC project EP/W002868/1 and the EU Horizon Europe Grant Agreement 101169118 HORIZON-MSCA-2023-DN-01-01. |
Additional Information: | Copyright © The Author(s) 2025. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit https://creativecommons.org/licenses/by/4.0/. |
Publication ISSN: | 2399-3650 |
Data Access Statement: | The code supporting the implementation of the proposed sparse intensity sampling method for near-fieldmeasurements is openly available at https://doi.org/10.5281/zenodo.15097632. |
Last Modified: | 16 Apr 2025 07:22 |
Date Deposited: | 15 Apr 2025 12:19 |
Full Text Link: | |
Related URLs: |
https://www.nat ... 005-025-02079-0
(Publisher URL) |
PURE Output Type: | Article |
Published Date: | 2025-04-10 |
Published Online Date: | 2025-04-10 |
Accepted Date: | 2025-03-31 |
Authors: |
Manuylovich, Egor
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