Faisal Nadeem Khan

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 12

Top Topics

Network Management

Video Transcoding

Top Venues

Publications

Qihang Wang, Zhuojun Cai, Alan Pak Tao Lau, Yang Li, Faisal Nadeem Khan
Invariant convolutional neural network for robust and generalizable QoT estimation in fiber-optic networks. J. Opt. Commun. Netw. 15 (7) (2023)
Faisal Nadeem Khan
Machine Learning-Enabled Intelligent Fiber-Optic Communications: Major Obstacles and the Way Forward. IEEE Commun. Mag. 61 (4) (2023)
Faisal Nadeem Khan
Data Perspectives in AI-Assisted Fiber-Optic Communication Networks. IEEE Netw. 37 (5) (2023)
Zhenquan Zhao, Bohua Deng, Faisal Nadeem Khan, H. Y. Fu
Deep Learning-Based Signal-to-Noise Ratio Estimation for Underwater Optical Wireless Communication. ICAIT (2022)
Jianing Lu, Gai Zhou, Qirui Fan, Dengke Zeng, Changjian Guo, Linyue Lu, Jianqiang Li, Chongjin Xie, Chao Lu, Faisal Nadeem Khan, Alan Pak Tao Lau
Performance comparisons between machine learning and analytical models for quality of transmission estimation in wavelength-division-multiplexed systems [Invited]. JOCN 13 (4) (2021)
Qirui Fan, Jianing Lu, Gai Zhou, Derek Zeng, Changjian Guo, Linyue Lu, Jianqiang Li, Chongjin Xie, Chao Lu, Faisal Nadeem Khan, Alan Pak Tao Lau
Experimental Comparisons between Machine Learning and Analytical Models for QoT Estimations in WDM Systems. OFC (2020)
Alberto Pepe, H. Y. Fu, Xin Liu, Faisal Nadeem Khan
Multimedia Data Encryption and Compression via Hybrid Chaotic Compressive Sensing and Latent Vector Transmission. ICAIT (2020)
Faisal Nadeem Khan, Qirui Fan, Jianing Lu, Gai Zhou, Chao Lu, Alan Pak Tao Lau
Applications of Machine Learning in Optical Communications and Networks. OFC (2020)
Yaxi Yan, Changjian Guo, Xiong Wu, Ziqi Lin, Xian Zhou, Faisal Nadeem Khan, Alan Pak Tao Lau, Chao Lu
Distributed vibration sensing based on forward transmission and coherent detection. CoRR (2019)
Shuangyi Yan, Faisal Nadeem Khan, Alexandros Mavromatis, Qirui Fan, Hilary Frank, Reza Nejabati, Alan Pak Tao Lau, Dimitra Simeonidou
Field Trial of Machine-Learning-Assisted and SDN-Based Optical Network Management. OFC (2019)
Faisal Nadeem Khan, Chao Lu, Alan Pak Tao Lau
Optical Performance Monitoring in Fiber-Optic Networks Enabled by Machine Learning Techniques. OFC (2018)
Shuangyi Yan, Faisal Nadeem Khan, Alexandros Mavromatis, Dimitrios Gkounis, Qirui Fan, Foteini Ntavou, Konstantinos Nikolovgenis, Fanchao Meng, Emilio Hugues-Salas, Changjian Guo, Chao Lu, Alan Pak Tao Lau, Reza Nejabati, Dimitra Simeonidou
Field trial of Machine-Learning-assisted and SDN-based Optical Network Planning with Network-Scale Monitoring Database. ECOC (2017)
Faisal Nadeem Khan, Chiew Hoon Teow, Shiu Guong Kiu, Ming Chieng Tan, Yudi Zhou, Waled Hussein Al-Arashi, Alan Pak Tao Lau, Chao Lu
Automatic modulation format/bit-rate classification and signal-to-noise ratio estimation using asynchronous delay-tap sampling. Comput. Electr. Eng. 47 (2015)
Ming Chieng Tan, Faisal Nadeem Khan, Waled Hussein Al-Arashi, Yudi Zhou, Alan Pak Tao Lau
Simultaneous Optical Performance Monitoring and Modulation Format/Bit-Rate Identification Using Principal Component Analysis. JOCN 6 (5) (2014)
Chao Lu, Alan Pak Tao Lau, Faisal Nadeem Khan, Qi Sui, Jian Zhao, Zhaohui Li, H. Y. Tam, Alexander Ping-Kong Wai
Optical performance monitoring techniques for high capacity optical networks. CSNDSP (2010)