Method for Orbital Angular Momentum Mode Recognition Employing an Enhanced CNN-Transformer Model Integrated with Double-Slit Interference

Pengfei Wu; Zhiyuan Jia; Sichen Lei; Jiao Wang; Zhenkun Tan; Di Wu

doi:10.3788/AOS241302

Acta Optica Sinica, Volume. 45, Issue 6, 0606003(2025)

Method for Orbital Angular Momentum Mode Recognition Employing an Enhanced CNN-Transformer Model Integrated with Double-Slit Interference

Pengfei Wu^1,2, Zhiyuan Jia¹, Sichen Lei^1,2、*, Jiao Wang³, Zhenkun Tan⁴, and Di Wu⁵

Author Affiliations

¹School of Automation and Information Engineering, Xi’an University of Technology, Xi’an 710048, Shaanxi , China

²Xi’an Key Laboratory of Wireless Optical Communication and Network Research, Xi’an 710048, Shaanxi , China

³School of Electronic Information and Artificial Intelligence, Shaanxi University of Science & Technology, Xi’an 710021, Shaanxi , China

⁴School of Opto-Electronical Engineering, Xi’an Technological University, Xi’an 710021, Shaanxi , China

⁵School of Telecommunication Engineering, Haojing College of Shaanxi University of Science & Technology, Xi’an 712046, Shaanxi , China

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References(24)

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Pengfei Wu, Zhiyuan Jia, Sichen Lei, Jiao Wang, Zhenkun Tan, Di Wu. Method for Orbital Angular Momentum Mode Recognition Employing an Enhanced CNN-Transformer Model Integrated with Double-Slit Interference[J]. Acta Optica Sinica, 2025, 45(6): 0606003

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Paper Information

Category: Fiber Optics and Optical Communications

Received: Jul. 15, 2024

Accepted: Aug. 16, 2024

Published Online: Mar. 24, 2025

The Author Email: Lei Sichen (lsc@xaut.edu.cn)

DOI:10.3788/AOS241302

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology