Newly developed Bayesian inference framework (BIF) efficiently models and controls the optical power evolutions in fiber-optic communication systems. (IMAGE)
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Newly developed Bayesian inference framework (BIF) efficiently models and controls the optical power evolutions in fiber-optic communication systems. Leveraging Bayesian theory, the BIF selects the next to-be-measured spectrum or optical amplification configuration, using performance estimation and uncertainty analysis. The approach enables simultaneous exploitation and exploration of a data space to identify the most suitable candidates, thus reducing the data size needed.
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Liu et al., doi 10.1117/1.AP.6.2.026006.
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