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What is Bi-GRU for Cost-Effective Optical GCS about?

This paper presents a bi-GRU enhanced end-to-end learning scheme for geometric constellation shaping in optical coherent communications, demonstrating improved performance and lower computational complexity compared to traditional methods. The proposed system has been validated through numerical simulations over long transmission distances, showing significant gains in mutual information and generalized mutual information. The integration of a memory-aware auxiliary channel model further optimizes the desig

Author

jaky.juncray

Language

EN