This tutorial–review on applications of artificial neural networks in photonics targets a broad
audience, ranging from optical research and engineering communities to computer science …

In this paper, we present an efficient equalizer based on random forest for channel
equalization in optical fiber communication systems. The results are experimentally …

Nonlinear impairments caused by devices and fiber transmission links in a coherent optical
communication system can severely limit its transmission distance and achievable capacity …

Signal recovery technology based on an improved density-based spatial clustering of
applications with a noise algorithm is proposed for coherent optical communication systems …

By combining the nonlinear impairment features derived from the first-order perturbation
theory, we propose a nonlinear impairment compensation (NLC) scheme based on the …

Complex-valued double-sideband (CV-DSB) direct detection (DD) is a promising solution for
high capacity and cost-sensitive data center interconnects, since it can reconstruct the …

In this paper, we propose an image denoising algorithm based on the quaternion wavelet
transform (QWT) to address sinusoidal fringe images under strong noise in structured light …

Several machine learning inspired methods for perturbation-based fiber n onlinearity
(PBNLC) compensation have been presented in recent literature. We critically revisit …

Fiber nonlinearity compensation (NLC) is likely to become an indispensable component of
coherent optical transmission systems for extending the transmission reach and increasing …

An increasing number of scholars have proposed many schemes to mitigate the Kerr
nonlinearity effect restricting the transmission capacity of optical fibres. In this paper, we …