Results 21 to 30 of about 152,793 (295)
Blind modulation format identification using nonlinear power transformation
Optics Express, 2017 This paper proposes and experimentally demonstrates a blind modulation format identification (MFI) method delivering high accuracy (> 99%) even in a low OSNR regime (< 10 dB). By using nonlinear power transformation and peak detection, the proposed MFI can recognize whether the signal modulation format is BPSK, QPSK, 8-PSK or 16-QAM.
Liu G +4 more
openaire +2 more sources
An Overview on Application of Machine Learning Techniques in Optical Networks [PDF]
, 2018 Today's telecommunication networks have become sources of enormous amounts of widely heterogeneous data. This information can be retrieved from network traffic traces, network alarms, signal quality indicators, users' behavioral data, etc.
Macaluso, Irene +6 more
core +2 more sources
Combination of Advanced Reservation and Resource Periodic Arrangement for RMSA in EON with Deep Reinforcement Learning [PDF]
International Journal of Electronics and Telecommunications, 2023 The Elastic Optical Networks (EON) provide a solution to the massive demand for connections and extremely high data traffic with the Routing Modulation and Spectrum Assignment (RMSA) as a challenge.
R.J. Silaban, M. Alaydrus, U. Umaisaroh
doaj +1 more source
IEEE Access, 2020 A lightweight two-stage convolutional (deep) neural network (CNN) based modulation format identification (MFI) scheme is proposed and demonstrated for the polarization domain multiplexing (PDM) fiber communication system with probabilistically shaped (PS)
Wenbo Zhang +6 more
doaj +1 more source
IEEE Photonics Journal, 2021 We propose a graph-based modulation format identification (MFI) scheme for elastic optical network (EON), which exploits the trajectory information of the adjacent received symbols to identify six commonly-used modulation formats signals.
Lishan Yang +8 more
doaj +1 more source
UDWDM-PON using low-cost coherent transceivers with limited tunability and heuristic DWA [PDF]
, 2016 A new Passive Optical Network (PON) for access, making use of Ultra Dense Wavelength Division Multiplexing (UDWDM) by densely spacing channels at few GHz, and introducing the “wavelength-to-the-user” concept, is proposed.
Polo Querol, Víctor +4 more
core +2 more sources
Journal of ICT Research and Applications, 2020 Higher-order modulation schemes in optical communication systems that suffer from several impairments can use artificial intelligence (AI) algorithms, among other possible techniques, to mitigate these issues.
Mustafa A. Jalil +2 more
doaj +1 more source
Identification of Terahertz Link Modulation in Atmospheric Weather Conditions
Applied Sciences, 2023 With the rapid increase of wireless connectivity, current spectrum resources are not enough for significant requirements for large data capacity. Research interests are moving towards the high-frequency band in the terahertz range for wider bandwidth ...
Zhendong Wu +5 more
doaj +1 more source
RF-pilot aided modulation format identification for hitless coherent transceiver
Optics Express, 2017 We propose a RF-pilot aided modulation format identification (MFI) technique to enable a hitless flexible coherent transceiver with fast format switching. For the MFI, modulation format information is encoded to the amplitude of the RF-pilot, which can be simultaneously used for the compensation of both laser phase noise and fiber nonlinearity.
Meng, Xiang +7 more
openaire +2 more sources
Optics Express, 2022 An approach for simultaneous modulation format identification (MFI) and optical signal-to-noise ratio (OSNR) monitoring in digital coherent optical communications is proposed based on optoelectronic reservoir computing (RC) and the signal’s amplitude histograms (AHs) obtained after the adaptive post-equalization.
Mengyao Han +9 more
openaire +2 more sources