Reduction of Nonlinear Inter-Subcarrier Intermixing in Coherent Optical OFDM by a Fast Newton-based Support Vector Machine Nonlinear Equalizer
- Submitting institution
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University of Hertfordshire
- Unit of assessment
- 11 - Computer Science and Informatics
- Output identifier
- 13599606
- Type
- D - Journal article
- DOI
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10.1109/JLT.2017.2678511
- Title of journal
- Journal of Lightwave Technology
- Article number
- -
- First page
- 2391
- Volume
- 35
- Issue
- 12
- ISSN
- 0733-8724
- Open access status
- Compliant
- Month of publication
- March
- Year of publication
- 2017
- URL
-
-
- Supplementary information
-
-
- Request cross-referral to
- -
- Output has been delayed by COVID-19
- No
- COVID-19 affected output statement
- -
- Forensic science
- No
- Criminology
- No
- Interdisciplinary
- No
- Number of additional authors
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6
- Research group(s)
-
-
- Citation count
- 19
- Proposed double-weighted
- No
- Reserve for an output with double weighting
- No
- Additional information
- The proposed fast Newton-based support vector machine (N-SVM) nonlinear equalizer (NLE) can tackle both deterministic and stochastic noise in the network without significant computational complexity cost as it is tolerant to intersubcarrier nonlinear crosstalk effects, especially when applied across all subcarriers simultaneously. The article has more than 969 online reads on IEEE’s website and been cited by many other papers in journals such as the Journal of Lightwave Technology, future internet and Optics express.
- Author contribution statement
- -
- Non-English
- No
- English abstract
- -