A shared regeneration location scheme including an OSNR Deep Neural Networks calculation model and a shared regeneration location algorithm is proposed and demonstrated for regenerator placement problem. Simulation results show that it performs better on real scene simulation with OSNR and reductions of number of regenerations and regeneration sites.
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