Results 11 to 20 of about 152,793 (295)
Photonics, 2023 In this work, a prior-training-free and low-complexity modulation format identification (MFI) scheme, based on amplitude histogram distributions, was proposed and demonstrated, both numerically and experimentally, for autonomous digital coherent ...
Ming Hao +5 more
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IEEE Access, 2020 This paper proposed a method of modulation format identification using Radial Basis Function Artificial Neural Network (RBF-ANN) trained with Asynchronous Amplitude Histograms (AAHs).
Sida Li +3 more
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Modulation Format Identification Based on Signal Constellation Diagrams and Support Vector Machine
Photonics, 2022 In coherent optical communication systems, where multiple modulation formats are mixed and variable, the correct identification of signal modulation formats provides the foundation for subsequent performance improvement using digital algorithms.
Zhiqi Huang +11 more
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Research on Modulation Format Recognition Algorithm based on Machine Learning
Guangtongxin yanjiu, 2022 In order to meet the communication needs of the new era, the new generation communication network should have the characteristics of faster speed, larger capacity and wider coverage.
JIN Rui-zhe, CHI Nan
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IEEE Access, 2019 Modulation format identification is an important part of optical performance monitoring in elastic optical networks. We propose a modulation format identification scheme based on the information entropy analysis of received optical communication signal ...
Zhao Zhao, Aiying Yang, Peng Guo
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Blind Optical Modulation Format Identification From Physical Layer Characteristics [PDF]
Journal of Lightwave Technology, 2014 We describe and experimentally demonstrate automated identification of optical modulation formats exclusively from physical-layer signal characteristics. The system identifies the data encoding as on-off keyed versus binary or quadrature phase-shift keyed, as well as auxiliary modulation profiles.
Eric J. Adles +8 more
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Modulation Format Identification and OSNR Monitoring Based on Multi-Feature Fusion Network
Photonics, 2023 In this paper, we propose a multi-feature fusion network (MFF-Net) for a modulation format identification (MFI) and optical signal-to-noise ratio (OSNR) monitoring scheme.
Jingjing Li +5 more
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Blind modulation format identification for digital coherent receivers
Optics Express, 2015 In this paper, a simple novel digital modulation format identification (MFI) scheme for coherent optical systems is proposed. The scheme is based on the evaluation of the peak-to-average-power ratio (PAPR) of the incoming data samples after analog-to-digital conversion (ADC), chromatic dispersion (CD) and polarization mode demultiplexing (PMD ...
BILAL, SYED MUHAMMAD +4 more
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Modulation format identification aided hitless flexible coherent transceiver
Optics Express, 2016 We propose a hitless flexible coherent transceiver enabled by a novel modulation format identification (MFI) scheme for dynamic agile optical networks. The modulation format transparent digital signal processing (DSP) is realized by a block-wise decision-directed least-mean-square (DD-LMS) equalizer for channel tracking, and a pilot symbol aided ...
Meng, Xiang +8 more
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IEEE Access, 2022 Modulation format identification (MFI) and optical signal-to-noise ratio (OSNR) monitoring are essential for elastic optical networks. A method for joint modulation format identification and OSNR monitoring based on ternary neural networks was proposed ...
Peng Zhou +4 more
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