| An Optical Communication's Perspective on Machine Learning and its Applications FN Khan, Q Fan, C Lu, APT Lau Journal of Lightwave Technology, 2019 | 347 | 2019 |
| Optical Performance Monitoring: A Review of Current and Future Technologies Z Dong, F Khan, Q Sui, K Zhong, C Lu, A Lau IEEE, 2015 | 345 | 2015 |
| Joint OSNR monitoring and modulation format identification in digital coherent receivers using deep neural networks FN Khan, K Zhong, X Zhou, WH Al-Arashi, C Yu, C Lu, APT Lau Optics Express 25 (15), 17767-17776, 2017 | 235 | 2017 |
| Modulation Format Identification in Coherent Receivers Using Deep Machine Learning FN Khan, K Zhong, W Al-Arashi, C Yu, C Lu, APT Lau IEEE, 2016 | 179 | 2016 |
| Modulation format identification in heterogeneous fiber-optic networks using artificial neural networks FN Khan, Y Zhou, APT Lau, C Lu Optics Express 20 (11), 12422-12431, 2012 | 174 | 2012 |
| Simultaneous Optical Performance Monitoring and Modulation Format/Bit-Rate Identification Using Principal Component Analysis MC Tan, FN Khan, WH Al-Arashi, Y Zhou, AP Tao Lau Journal of Optical Communications and Networking 6 (5), 441-448, 2014 | 123 | 2014 |
| Field trial of Machine-Learning-assisted and SDN-based Optical Network Planning with Network-Scale Monitoring Database S Yan, FN Khan, A Mavromatis, D Gkounis, Q Fan, F Ntavou, ... 43rd European Conference on Optical Communication (ECOC 2017), 2017 | 107 | 2017 |
| Optical performance monitoring using artificial neural networks trained with empirical moments of asynchronously sampled signal amplitudes FN Khan, TSR Shen, Y Zhou, APT Lau, C Lu Photonics Technology Letters, IEEE 24 (12), 982-984, 2012 | 82 | 2012 |
| Inverse Design for Silicon Photonics: From Iterative Optimization Algorithms to Deep Neural Networks S Mao, L Cheng, C Zhao, FN Khan, Q Li, HY Fu Applied Sciences 11 (9), 3822, 2021 | 68 | 2021 |
| Machine Learning Methods for Optical Communication Systems FN Khan, C Lu, APT Lau Signal Processing in Photonic Communications, SpW2F. 3, 2017 | 60 | 2017 |
| Temperature extraction in Brillouin optical time-domain analysis sensors using principal component analysis based pattern recognition AK Azad, FN Khan, WH Alarashi, N Guo, APT Lau, C Lu Optics Express 25 (14), 16534-16549, 2017 | 60 | 2017 |
| Optical Performance Monitoring in Fiber-Optic Networks Enabled by Machine Learning Techniques FN Khan, C Lu, APT Lau Optical Fiber Communication Conference, M2F. 3, 2018 | 55 | 2018 |
| Forward Transmission Based Ultra-long Distributed Vibration Sensing with Wide Frequency Response Y Yan, FN Khan, B Zhou, APT Lau, C Lu, C Guo Journal of Lightwave Technology, 2020 | 51 | 2020 |
| Experimental demonstration of joint OSNR monitoring and modulation format identification using asynchronous single channel sampling FN Khan, Y Yu, MC Tan, WH Al-Arashi, C Yu, APT Lau, C Lu Optics Express 23 (23), 30337-30346, 2015 | 48 | 2015 |
| Non-data-aided joint bit-rate and modulation format identification for next-generation heterogeneous optical networks FN Khan, Y Zhou, Q Sui, APT Lau Optical Fiber Technology, 2014 | 48 | 2014 |
| Performance comparisons between machine learning and analytical models for quality of transmission estimation in wavelength-division-multiplexed systems J Lu, G Zhou, Q Fan, D Zeng, C Guo, L Lu, J Li, C Xie, C Lu, FN Khan, ... Journal of Optical Communications and Networking 13 (4), B35-B44, 2021 | 46 | 2021 |
| Low-complexity carrier phase recovery based on principal component analysis for square-QAM modulation formats JCM Diniz, Q Fan, SM Ranzini, FN Khan, F Da Ros, D Zibar, APT Lau Optics Express 27 (11), 15617-15626, 2019 | 45 | 2019 |
| OSNR Monitoring for RZ-DQPSK Systems Using Half-Symbol Delay-Tap Sampling Technique FN Khan, APT Lau, Z Li, C Lu, PKA Wai Photonics Technology Letters, IEEE 22 (11), 823-825, 2010 | 44 | 2010 |
| Joint modulation format/bit-rate classification and signal-to-noise ratio estimation in multipath fading channels using deep machine learning F Khan, L Chao, A Lau Electronics Letters, 2016 | 37 | 2016 |
| Machine learning methods for optical communication systems and networks FN Khan, Q Fan, C Lu, APT Lau Optical Fiber Telecommunications VII, 921-978, 2020 | 36 | 2020 |
