System impairment compensation in coherent optical communications by using a bio-inspired detector based on artificial neural network and genetic algorithm
暂无分享,去创建一个
Min Zhang | Xue Chen | Ze Li | Danshi Wang | Chuang Song | Meixia Fu | Jin Li | M. Zhang | Danshi Wang | Meixia Fu | Ze Li | Xue Chen | Jin Li | Chuang Song
[1] B. Chandra Mohan,et al. A survey: Ant Colony Optimization based recent research and implementation on several engineering domain , 2012, Expert Syst. Appl..
[2] Sofien Mhatli,et al. Intra and inter-channel nonlinearity compensation in WDM coherent optical OFDM using artificial neural network based nonlinear equalization , 2017, 2017 Optical Fiber Communications Conference and Exhibition (OFC).
[3] Idelfonso Tafur Monroy,et al. Nonlinear impairment compensation using expectation maximization for dispersion managed and unmanaged PDM 16-QAM transmission. , 2012, Optics express.
[4] C. Menyuk,et al. Optimization of the split-step Fourier method in modeling optical-fiber communications systems , 2003 .
[5] Seb J Savory,et al. Digital filters for coherent optical receivers. , 2008, Optics express.
[6] Maurice O'Sullivan,et al. Advances in High-Speed DACs, ADCs, and DSP for Optical Coherent Transceivers , 2014, Journal of Lightwave Technology.
[7] Sofien Mhatli,et al. Numerical analysis of artificial neural network and volterra-based nonlinear equalizers for coherent optical OFDM , 2015 .
[8] K. Kikuchi. Characterization of semiconductor-laser phase noise and estimation of bit-error rate performance with low-speed offline digital coherent receivers. , 2012, Optics express.
[9] J. Gordon,et al. Phase noise in photonic communications systems using linear amplifiers. , 1990, Optics letters.
[10] E. Giacoumidis,et al. Experimental comparison of artificial neural network and volterra based nonlinear equalization for CO-OFDM , 2016, 2016 Optical Fiber Communications Conference and Exhibition (OFC).
[11] I. Monroy,et al. Experimental 2.5-Gb/s QPSK WDM Phase-Modulated Radio-Over-Fiber Link With Digital Demodulation by a $K$ -Means Algorithm , 2010, IEEE Photonics Technology Letters.
[12] Min Zhang,et al. Nonlinearity Mitigation Using a Machine Learning Detector Based on $k$ -Nearest Neighbors , 2016, IEEE Photonics Technology Letters.
[13] Demis Hassabis,et al. Mastering the game of Go with deep neural networks and tree search , 2016, Nature.
[14] Peter Harrington,et al. Machine Learning in Action , 2012 .
[15] Jian-Shuen Fang,et al. Real-time human identification using a pyroelectric infrared detector array and hidden Markov models. , 2006, Optics express.
[16] Shiva Kumar. Effect of dispersion on nonlinear phase noise in optical transmission systems. , 2005, Optics letters.
[17] Min Zhang,et al. Nonlinear decision boundary created by a machine learning-based classifier to mitigate nonlinear phase noise , 2015, 2015 European Conference on Optical Communication (ECOC).
[18] Zabih Ghassemlooy,et al. Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM , 2015, IEEE Photonics Technology Letters.
[19] K. Kikuchi,et al. Compensation for In-Phase/Quadrature Imbalance in Coherent-Receiver Front End for Optical Quadrature Amplitude Modulation , 2013, IEEE Photonics Journal.
[20] Marie-Laure Boucheret,et al. Neural networks-based turbo equalization of a satellite communication channel , 2014, 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).
[21] Sam Kwong,et al. Genetic algorithms and their applications , 1996, IEEE Signal Process. Mag..
[22] Christopher M. Bishop,et al. Pattern Recognition and Machine Learning (Information Science and Statistics) , 2006 .
[23] Zabih Ghassemlooy,et al. Fibre impairment compensation using artificial neural network equalizer for high-capacity coherent optical OFDM signals , 2014, 2014 9th International Symposium on Communication Systems, Networks & Digital Sign (CSNDSP).
[24] A. Gandomi,et al. A novel improved accelerated particle swarm optimization algorithm for global numerical optimization , 2014 .
[25] Vìtor Ribeiro,et al. Optical performance monitoring using the novel parametric asynchronous eye diagram. , 2012, Optics express.
[26] D. Marcuse,et al. Effect of fiber nonlinearity on long-distance transmission , 1991 .
[27] N. Goto,et al. Optical Label Routing Processing for BPSK Labels Using Complex-Valued Neural Network , 2013, Journal of Lightwave Technology.
[28] Özgür B. Akan,et al. A survey on bio-inspired networking , 2010, Comput. Networks.
[29] J. C. Cartledge,et al. Linewidth-Tolerant and Low-Complexity Two-Stage Carrier Phase Estimation Based on Modified QPSK Partitioning for Dual-Polarization 16-QAM Systems , 2013, Journal of Lightwave Technology.
[30] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[31] A. Pinto,et al. Digital Postcompensation Using Volterra Series Transfer Function , 2011, IEEE Photonics Technology Letters.
[32] Henk Wymeersch,et al. An ML-Based Detector for Optical Communication in the Presence of Nonlinear Phase Noise , 2011, 2011 IEEE International Conference on Communications (ICC).
[33] Lester Ingber,et al. Adaptive Simulated Annealing , 2012 .
[34] Anastasios N. Venetsanopoulos,et al. Artificial neural networks - learning algorithms, performance evaluation, and applications , 1992, The Kluwer international series in engineering and computer science.
[35] S. Savory. Digital Coherent Optical Receivers: Algorithms and Subsystems , 2010, IEEE Journal of Selected Topics in Quantum Electronics.
[36] Bin Luo,et al. Combatting nonlinear phase noise in coherent optical systems with an optimized decision processor based on machine learning , 2016 .
[37] B. Eggleton,et al. Fiber nonlinearity-induced penalty reduction in CO-OFDM by ANN-based nonlinear equalization. , 2015, Optics letters.
[38] G. Bosco,et al. Modeling of the Impact of Nonlinear Propagation Effects in Uncompensated Optical Coherent Transmission Links , 2012, Journal of Lightwave Technology.
[39] Chao Lu,et al. Modulation format identification in heterogeneous fiber-optic networks using artificial neural networks. , 2012, Optics express.
[40] Pascal Scalart,et al. Joint simple blind IQ imbalance compensation and adaptive equalization for 16-QAM optical communications , 2015, 2015 IEEE International Conference on Communications (ICC).
[41] Zabih Ghassemlooy,et al. Visible Light Communications: 170 Mb/s Using an Artificial Neural Network Equalizer in a Low Bandwidth White Light Configuration , 2014, Journal of Lightwave Technology.
[42] Maxim Kuschnerov,et al. Reduced Complexity Digital Back-Propagation Methods for Optical Communication Systems , 2014, Journal of Lightwave Technology.
[43] Idelfonso Tafur Monroy,et al. Application of Machine Learning Techniques for Amplitude and Phase Noise Characterization , 2015, Journal of Lightwave Technology.
[44] Shuai Li,et al. Neural network based mobile phone localization using Bluetooth connectivity , 2013, Neural Computing and Applications.
[45] Jiashu Zhang,et al. Adaptively Combined FIR and Functional Link Artificial Neural Network Equalizer for Nonlinear Communication Channel , 2009, IEEE Transactions on Neural Networks.
[46] Hao Yu,et al. Levenberg—Marquardt Training , 2011 .