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2009 14th OptoElectronics and Communications Conference
We apply three alternative statistical learning methods to estimate optical transmission impairments (e.g., noises, chromatic dispersion) from synchronous histograms. Linear regression yields good accuracy. A more sophisticated locally weighted regression technique performs better. OECC 2009 This work may not be copied or reproduced in whole or in part for any commercial purpose. Permission to copy in whole or in part without payment of fee is granted for nonprofit educational and researchdoi:10.1109/oecc.2009.5222713 fatcat:qntogy5ukzb3topi7gu6pv4cvm