“…One of the challenges with ultra-wideband transmission is the design of optical amplification schemes. Currently, there are several proof-of-principle solutions relying on bismuth-doped fiber amplifiers (BDFA), semiconductor optical amplifier (SOA) and hybrid-Raman amplifiers, being investigated by various groups [2][3][4][5].…”
A machine learning framework for Raman amplifier design is experimentally tested. Performance in terms of maximum error over the gain profile is investigated for various fiber types and lengths, demonstrating highly-accurate designs.
“…One of the challenges with ultra-wideband transmission is the design of optical amplification schemes. Currently, there are several proof-of-principle solutions relying on bismuth-doped fiber amplifiers (BDFA), semiconductor optical amplifier (SOA) and hybrid-Raman amplifiers, being investigated by various groups [2][3][4][5].…”
A machine learning framework for Raman amplifier design is experimentally tested. Performance in terms of maximum error over the gain profile is investigated for various fiber types and lengths, demonstrating highly-accurate designs.
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