An intelligent optical performance monitor using multi-task learning based artificial neural
network (MTL-ANN) is designed for simultaneous OSNR monitoring and modulation format …

We experimentally demonstrate a multi-task deep neutral network (MT-DNN) enabled
optical performance monitoring (OPM) for PDM-QPSK/8QAM/16QAM signals, by using the …

We experimentally demonstrate a modulation format identification (MFI) and optical signal-to-
noise ratio (OSNR) monitoring method for digital coherent receivers by using the specific …

By adopting the cumulative distribution function of the received signal's amplitude as feature,
a support vector machine-based algorithm is proposed to jointly classify the modulation …

An effective and blind modulation format identification (MFI) scheme based on intensity
profile features is proposed for digital coherent receivers of elastic optical networks. Here …

By using a modified particle swarm optimization (M-PSO) design, a novel and blind
modulation format identification (MFI) scheme was proposed for elastic optical networks …

We propose a blind and low-complexity modulation format identification (MFI) scheme for
elastic optical networks (EONs). Since the square operation reduces half the number of the …

An intelligent optical performance monitoring scheme for simultaneous modulation format
identification (MFI) and optical signal-to-noise ratio (OSNR) monitoring is proposed and …

In this paper, two Stokes space (SS) analysis schemes for modulation format identification
(MFI) are proposed. These schemes are based on singular value decomposition (SVD) and …

Modulation format identification (MFI) is an indispensable technique in future optical
performance monitoring (OPM) for elastic optical networks. The existing MFI scheme based …