Role of Coherent Systems in the Next DCI Generation
Coherent transmission has been the standard for fiber optic communications for 100 Gbps rates and higher at distances of 40 km and above for more than a decade. In this paper, we review the continu…
Deep Learning-Based Channel Modeling for Free Space Optical Communications
Instead of conventional knowledge-driven modeling, this study introduced data-driven channel modeling methods based on deep learning (DL) in a free-space optical (FSO) communication system to achie…
Increased Spurious-Free Dynamic Range in Frequency Sweeping Interferometry by…
We propose an envelope detrending method to correct parasitic amplitude modulation (AM) in frequency sweeping interferometry (FSI). Parasitic AM arises from effects such as device spectral response…
Physics-Informed Neural Network for Optical Fiber Parameter Estimation From t…
For any system that follows rigorous mathematical and physical theories like fiber-optic system, system parameter estimation is crucial for system detection and monitoring. In this paper, a physics…
Low-Complexity Visible Light Positioning and Rotation Estimation Based on Eig…
Most existing visible light positioning (VLP) systems assume vertically placed receivers, or estimate the receiver rotations through gyroscopes. Although several recent VLP systems can deal with th…
Context-Aware Graph Inference With Knowledge Distillation for Visual Dialog
Visual dialog is a challenging task that requires the comprehension of the semantic dependencies among implicit visual and textual contexts. This task can refer to the relational inference in a gra…
Machine Learning Pattern Recognition Algorithm With Applications to Coherent …
We analyze a new kind of machine learning algorithm designed to feedback stabilize coherently combined lasers. This algorithm learns differential, rather than absolute, values of action in phase sp…
Applications of Physics-Informed Neural Network for Optical Fiber Communications
Due to the capability of the physics-informed neural network (PINN) to solve complex partial differential equations automatically, it has revolutionized the field of scientific computing. This arti…
Investor Tastes, Corporate Behavior, and Stock Returns : An Analysis of Corpo…
We classify institutions into socially responsible investors (SRI) and not socially responsible investors using the value weighted corporate social responsibility (CSR) scores of their portfolio ho…
Robust Differentiable SVD
Eigendecomposition of symmetric matrices is at the heart of many computer vision algorithms. However, the derivatives of the eigenvectors tend to be numerically unstable, whether using the SVD to c…
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