Joint OSNR monitoring and modulation format identification on signal amplitude histograms using convolutional neural network
Hongjing Lv, Xian Zhou, Jiahao Huo, Jinhui Yuan
Topics & Concepts
Computer scienceConvolutional neural networkQuadrature amplitude modulationModulation (music)Phase-shift keyingJoint (building)QAMSIGNAL (programming language)Electronic engineeringSignal-to-noise ratio (imaging)Dynamic rangeHistogramArtificial intelligenceTelecommunicationsBit error rateChannel (broadcasting)EngineeringComputer visionPhysicsImage (mathematics)AcousticsArchitectural engineeringProgramming languageOptical Network TechnologiesAdvanced Photonic Communication SystemsPhotonic and Optical Devices