{"title":"Optical-computing-based fiber nonlinearity compensation using a 2×4 micro-ring array","authors":"Jian Zhao , Yihan Liu , Tianhua Xu","doi":"10.1016/j.optlastec.2025.113521","DOIUrl":null,"url":null,"abstract":"<div><div>This paper presents an optical-computing-based approach for compensating nonlinear impairments in optical fiber communication systems. By leveraging a <span><math><mn>2</mn><mo>×</mo><mn>4</mn></math></span> electro-optically modulated micro-ring array, the proposed method computes the product of three real numbers in a single operation, thereby enabling efficient triplet generation for perturbation-based nonlinear compensation. This approach can significantly boost computational efficiency and lower energy consumption. Our results show that optical-computing triplets provide Q-factor improvements on par with those achieved by electrical-computing triplets, with errors following a normal pattern. The scalability of the architecture is examined for higher-dimensional operations. Despite inherent errors, the artificial neural network can effectively compensate for these discrepancies, demonstrating the excellent robustness and practical value in high-capacity optical networks.</div></div>","PeriodicalId":19511,"journal":{"name":"Optics and Laser Technology","volume":"192 ","pages":"Article 113521"},"PeriodicalIF":4.6000,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Optics and Laser Technology","FirstCategoryId":"101","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0030399225011120","RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPTICS","Score":null,"Total":0}
引用次数: 0
Abstract
This paper presents an optical-computing-based approach for compensating nonlinear impairments in optical fiber communication systems. By leveraging a electro-optically modulated micro-ring array, the proposed method computes the product of three real numbers in a single operation, thereby enabling efficient triplet generation for perturbation-based nonlinear compensation. This approach can significantly boost computational efficiency and lower energy consumption. Our results show that optical-computing triplets provide Q-factor improvements on par with those achieved by electrical-computing triplets, with errors following a normal pattern. The scalability of the architecture is examined for higher-dimensional operations. Despite inherent errors, the artificial neural network can effectively compensate for these discrepancies, demonstrating the excellent robustness and practical value in high-capacity optical networks.
期刊介绍:
Optics & Laser Technology aims to provide a vehicle for the publication of a broad range of high quality research and review papers in those fields of scientific and engineering research appertaining to the development and application of the technology of optics and lasers. Papers describing original work in these areas are submitted to rigorous refereeing prior to acceptance for publication.
The scope of Optics & Laser Technology encompasses, but is not restricted to, the following areas:
•development in all types of lasers
•developments in optoelectronic devices and photonics
•developments in new photonics and optical concepts
•developments in conventional optics, optical instruments and components
•techniques of optical metrology, including interferometry and optical fibre sensors
•LIDAR and other non-contact optical measurement techniques, including optical methods in heat and fluid flow
•applications of lasers to materials processing, optical NDT display (including holography) and optical communication
•research and development in the field of laser safety including studies of hazards resulting from the applications of lasers (laser safety, hazards of laser fume)
•developments in optical computing and optical information processing
•developments in new optical materials
•developments in new optical characterization methods and techniques
•developments in quantum optics
•developments in light assisted micro and nanofabrication methods and techniques
•developments in nanophotonics and biophotonics
•developments in imaging processing and systems