Convolutional Neural Network Combined With Stochastic Parallel Gradient Descent to Decompose Fiber Modes Based on Far-Field Measurements
Author:
Affiliation:
1. Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea
Funder
ADD of South Korea
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Atomic and Molecular Physics, and Optics
Link
http://xplorestaging.ieee.org/ielx7/50/10234127/10124981.pdf?arnumber=10124981
Reference31 articles.
1. Theoretical and experimental investigation of the sources of error in stochastic parallel gradient descent-based digital modal decomposition technique
2. Sub-sampled modal decomposition in few-mode fibers
3. Fast mode decomposition in few-mode fibers
4. Multimode fiber modal decomposition based on hybrid genetic global optimization algorithm
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