TR2009-054
Optical Performance Monitoring Via Histogram: A Data-Driven Approach
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- , "Optical Performance Monitoring via Histogram: A Data-Driven Approach", OptoElectronics and Communications Conference (OECC), DOI: 10.1109/OECC.2009.5222713, July 2009, pp. 1-2.BibTeX TR2009-054 PDF
- @inproceedings{Wen2009jul,
- author = {Wen, Y. and Wilson, K.W.},
- title = {Optical Performance Monitoring via Histogram: A Data-Driven Approach},
- booktitle = {OptoElectronics and Communications Conference (OECC)},
- year = 2009,
- pages = {1--2},
- month = jul,
- doi = {10.1109/OECC.2009.5222713},
- url = {https://www.merl.com/publications/TR2009-054}
- }
- , "Optical Performance Monitoring via Histogram: A Data-Driven Approach", OptoElectronics and Communications Conference (OECC), DOI: 10.1109/OECC.2009.5222713, July 2009, pp. 1-2.
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Research Areas:
Abstract:
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.
Related News & Events
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NEWS OECC 2009: publication by MERL researchers and others Date: July 13, 2009
Where: Opto Electronics and Communications Conference (OECC)
Research Area: Data AnalyticsBrief- The paper "Optical Performance Monitoring via Histogram: A Data-Driven Approach" by Wen, Y. and Wilson, K.W. was presented at the Opto Electronics and Communications Conference (OECC).