The problem of automatic modulation format identification (MFI) is one of the main
challenges in adaptive optical systems. In this work, we investigate MFI in super-channel …

In this paper, we address the problem of modulation format identification (MFI) for few mode
fiber (FMF) transmission in elastic optical networks (EONs). The MFI accuracy is studied …

Modulation format identification (MFI) is a key technology in optical performance monitoring
for the next-generation optical network, such as the intelligent cognitive optical network. An …

In coherent optical communication systems, where multiple modulation formats are mixed
and variable, the correct identification of signal modulation formats provides the foundation …

We propose a novel technique for modulation format identification (MFI) in digital coherent
receivers by applying deep neural network (DNN) based pattern recognition on signals' …

We propose a simple and cost-effective technique for modulation format identification (MFI)
in next-generation heterogeneous fiber-optic networks using an artificial neural network …

Modulation Format Identification Using Support Vector Machine in Heterogeneous Optical
Networks Page 1 AF2A.112.pdf Asia Communications and Photonics Conferene (ACP) © OSA …

Transmission systems that use advanced complex modulation schemes have been driving
the growth of optical communication networks for nearly a decade. In fact, the adoption of …

We propose an ensemble deep transfer learning (EDTL) method, which is a more refined
multilayer feature extraction achieved by aggregating the convolutional layers of pretrained …

Higher-order modulation schemes in optical communication systems that suffer from several
impairments can use artificial intelligence (AI) algorithms, among other possible techniques …