Digital Predistortion Enhancement by Convolutional Neural Network for Probabilistic Shaped Discrete Multi-Tone Signal Transmission in Passive Optical Network

2021 ◽  
Author(s):  
Qi Zhou ◽  
Rui Zhang ◽  
Shuyi Shen ◽  
Chin-Wei Hsu ◽  
Shuang Yao ◽  
...  
2011 ◽  
Vol 9 (4) ◽  
pp. 040602-40605 ◽  
Author(s):  
马雪娇 Xuejiao Ma ◽  
甘朝钦 Chaoqin Gan

2018 ◽  
Vol 39 (4) ◽  
pp. 407-412
Author(s):  
Meenakshi Chakraborty ◽  
Taraprasad Chattopadhyay

Abstract This paper describes an useful scheme of ultra-dense wavelength division multiplexed-passive optical network (UDWDM-PON) meant for the bidirectional transmission of analog video signals to the users in the Optical Network Unit (ONU). Each user has a dedicated wavelength which carries a group of analog video channels. This PON scheme is bidirectional with a long distance of transmission of 100 km typically over a single optical fiber. The video channels designated for a particular user in the ONU can be continuously tuned by a post-detection tunable bandpass filter. Intermodulation distortion (IMD) resulting from a mixing of analog video channels carried by a single wavelength has been calculated for a group of three video channels which lies in the range of –30 dB to –85 dB typically for a set of values of parameters used in practice. This IMD level is fairly acceptable for analog video signal transmission and reception in practice. The novelty of this scheme is that it is long reach.


2019 ◽  
Vol 1 (2) ◽  
pp. 39-42
Author(s):  
Auwalu Usman ◽  
Nadiatulhuda Zulkifli ◽  
Mohd Rashidi Salim ◽  
Kharina Khairi

In this study a technique for a centralized fault monitoring and detection in Gigabit-capable Passive Optical Network (G-PON) using fiber Bragg grating (FBG) sensor is proposed. The technique detects fault once it occurs at the vulnerable locations in the fiber optic distribution link by the proposed FBG devices. Monitoring signal in the C-band is reflected by a uniform FBG with different Bragg wavelengths and reflectivities. The FBGs serve as branch identifiers in the network. The reflected signal from the FBGs is analyzed at the Optical Line Terminal (OLT) in the Central Office (CO) by an Optical Spectrum Analyzer (OSA), to identify the branch with rupture in the network. The simulated result obtained shows that the system can monitor, and detect a fault in the physical layer of the optical distribution network with negligible effects on data signal transmission.


2020 ◽  
Vol 17 (2) ◽  
pp. 1156-1162 ◽  
Author(s):  
Auwalu Usman ◽  
Nadiatulhuda Zulkifli ◽  
Mohd Rashidi Salim ◽  
Kharina Khairi

In this paper, an improved technique for a centralized fault monitoring and detection in Gigabitcapable Passive Optical Network using fiber Bragg grating sensor is proposed. The technique detects fault once it occurs at the vulnerable locations in the fiber optic distribution link by the proposed Fiber Bragg Grating devices. The scheme uses an amplified Erbium Doped Fiber Amplifier monitoring signal in the C-band and a uniform Fiber Bragg Grating with different Bragg wavelengths and reflectivities as the branch identifiers in the network. The reflected signal from the optical sensor is analyzed at the Optical Line Terminal in the Central Office by an Optical Spectrum Analyzer to determine the branch with rupture in the network. The simulated result obtained shows that the system can monitor and detect a fault in the Feeder Fiber link, up to 20 km at optical power received of −44 dBm. The scheme is capable of detecting a fault in the various optical distribution network at the remote node in the customer’s end, at minimum optical power received of −58 dBm with negligible effects on data signal transmission.


Sign in / Sign up

Export Citation Format

Share Document