{"title":"Interpretable Learning Algorithm Based on XGBoost for Fault Prediction in Optical Network","authors":"Chunyu Zhang, Danshi Wang, Chuang Song, Lingling Wang, Jianan Song, Luyao Guan, Min Zhang","doi":"10.1364/ofc.2020.th1f.3","DOIUrl":"https://doi.org/10.1364/ofc.2020.th1f.3","url":null,"abstract":"We propose a fault prediction scheme using interpretable XGBoost based on actual datasets, which not only achieves high accuracy (99.72%) and low positive rate (0.18%), but also reveals the five most remarkable features that caused the fault.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131661245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
R. Luís, B. Puttnam, G. Rademacher, A. Marotta, C. Antonelli, F. Graziosi, A. Mecozzi, T. Hayashi, T. Nakanishi, S. Shinada, Y. Awaji, H. Furukawa, N. Wada
{"title":"Evaluation of Dynamic Skew on Spooled and Deployed Multicore Fibers using O-Band Signals","authors":"R. Luís, B. Puttnam, G. Rademacher, A. Marotta, C. Antonelli, F. Graziosi, A. Mecozzi, T. Hayashi, T. Nakanishi, S. Shinada, Y. Awaji, H. Furukawa, N. Wada","doi":"10.1364/ofc.2020.t4j.4","DOIUrl":"https://doi.org/10.1364/ofc.2020.t4j.4","url":null,"abstract":"We compare fluctuations of propagation delay and inter-core skew on spooled and field-deployed multicore fibers. Our observations show a reduction of propagation delay fluctuations over deployed fibers but similar inter-core skew behavior.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128840802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Masaki Sato, H. Noguchi, Junichiro Matsui, J. Abe, N. Ishii, E. L. T. D. Gabory
{"title":"Mitigation of Inter-Subcarrier Linear Crosstalk with Groupwise Fixed FDE assisted MIMO","authors":"Masaki Sato, H. Noguchi, Junichiro Matsui, J. Abe, N. Ishii, E. L. T. D. Gabory","doi":"10.1364/ofc.2020.w4a.6","DOIUrl":"https://doi.org/10.1364/ofc.2020.w4a.6","url":null,"abstract":"We experimentally demonstrated inter-subcarrier linear crosstalk mitigation of five-subcarrier 10-GBaud RRC-PM-16QAM using Groupwise fixed FDE assisted MIMO. The proposed method enabled 6.3% tighter subcarrier spacing over 120 km SSMF, compared to conventional 2x2 MIMO.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125553479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mustafa Hammood, Ajay Mistry, Han Yun, Minglei Ma, L. Chrostowski, N. Jaeger
{"title":"Four-Channel, Silicon Photonic, Wavelength Multiplexer-Demultiplexer with High Channel Isolations","authors":"Mustafa Hammood, Ajay Mistry, Han Yun, Minglei Ma, L. Chrostowski, N. Jaeger","doi":"10.1364/ofc.2020.m3f.5","DOIUrl":"https://doi.org/10.1364/ofc.2020.m3f.5","url":null,"abstract":"We present a four-channel, silicon-photonic, wavelength multiplexer-demultiplexer made using cascaded contra-directional couplers with adjacent and non-adjacent channel isolations of at least 37 dB and 45 dB, respectively. The device's maximum insertion-loss is 0.72 dB.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123152145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
E. Luan, Han Yun, Stephen Lin, K. Cheung, L. Chrostowski, N. Jaeger
{"title":"Phase-Shifted Bragg Grating-Based Mach-Zehnder Interferometer Sensor using an Intensity Interrogation Scheme","authors":"E. Luan, Han Yun, Stephen Lin, K. Cheung, L. Chrostowski, N. Jaeger","doi":"10.1364/ofc.2020.m1c.5","DOIUrl":"https://doi.org/10.1364/ofc.2020.m1c.5","url":null,"abstract":"We experimentally demonstrated the suitability of the phase-shifted Mach-Zehnder interferometric device to support real-time sensing monitoring using an intensity interrogation scheme. The proposed sensor presents a sensitivity of ∼810 dB/RIU with a broadband light source.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123234042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
H. Kawahara, Kohei Saito, T. Seki, T. Kawasaki, H. Maeda
{"title":"The Impact of Nonlinear Phase Noise Induced from Low-Speed Optical Supervisory Channel on Soft-Decision FEC Performance","authors":"H. Kawahara, Kohei Saito, T. Seki, T. Kawasaki, H. Maeda","doi":"10.1364/ofc.2020.th2a.53","DOIUrl":"https://doi.org/10.1364/ofc.2020.th2a.53","url":null,"abstract":"We numerically analyze the statistics of the nonlinear phase noise induced from a low-speed optical supervisory channel wavelength-multiplexed outside the EDFA amplification band and how it affects the behavior and performance of soft-decision FEC.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123391381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Gross, A. Ross-Adams, N. Riesen, S. Leon-Saval, M. Withford
{"title":"Ultrafast Laser-Written Sub-Components for Space Division Multiplexing","authors":"S. Gross, A. Ross-Adams, N. Riesen, S. Leon-Saval, M. Withford","doi":"10.1364/ofc.2020.w1a.1","DOIUrl":"https://doi.org/10.1364/ofc.2020.w1a.1","url":null,"abstract":"The increase in Internet data demand has resulted in the development of novel optical fibers. Ultrafast laser inscription is a powerful tool to create 3D waveguide circuits that can interface with these new fiber types.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126198047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"80-GHz Band Electro-Optic Modulator using Antenna-Coupled Electrode and LiNbO3 Film Stacked on Low-k Substrate for Millimeter-Wave Radar System","authors":"H. Murata, Hiroto Yokohashi","doi":"10.1364/ofc.2020.th2a.40","DOIUrl":"https://doi.org/10.1364/ofc.2020.th2a.40","url":null,"abstract":"Antenna-coupled-electrode LiNbO3 optical modulators have been designed, fabricated, and demonstrated experimentally for the calibrations of millimeter-wave radars and imagers. A over 50-dB signal-to-noise ratio of the re-converted signal was obtained in the 1-GHz IF band.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126503563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"1000-nm IR Supercontinuum Due to Raman Soliton Supported by Four-Wave Mixing","authors":"Marina Zajnulina","doi":"10.1364/ofc.2020.th2a.18","DOIUrl":"https://doi.org/10.1364/ofc.2020.th2a.18","url":null,"abstract":"Simple, low-cost, and robust telecom-fiber-based single-pass system is introduced and numerically studied to generate a supercontinuum ranging from 1500 nm to 2500 nm despite the optical loss due to infrared absorption in optical fibers.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126534132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"High Power External Pluggable Laser Bank with Simultaneous Single Mode Optical & Electrical Connection","authors":"Benbo Xu, Rui Li, Yanbo Li, Xiaolu Song","doi":"10.1364/ofc.2020.th2a.4","DOIUrl":"https://doi.org/10.1364/ofc.2020.th2a.4","url":null,"abstract":"We demonstrate a pluggable laser bank module with 8-channel single-mode optical output and a maximum power of 18.5 dBm per channel. The hot pluggable module supports sufficient link-budget for a 1.6 Tb/s silicon photonic chip.","PeriodicalId":173355,"journal":{"name":"2020 Optical Fiber Communications Conference and Exhibition (OFC)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121325682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}