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Found 9 papers, 1 papers with code
Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling
Digital transformation in the built environment generates vast data for developing data-driven models to optimize building operations.
Pilot Distributions for Phase Noise Estimation in Electro-Optic Frequency Comb Systems
We explore the optimal pilot positioning for phase tracking in electro-optic frequency comb setups.
Learning to Extract Distributed Polarization Sensing Data from Noisy Jones Matrices
We consider the problem of recovering spatially resolved polarization information from receiver Jones matrices.
Real-Time Monitoring of Cable Break in a Live Fiber Network using a Coherent Transceiver Prototype
We monitor a 524km live network link using an FPGA-based sensing-capable coherent transceiver prototype during a human-caused cable break.
Leveraging Deep Learning and Digital Twins to Improve Energy Performance of Buildings
Digital transformation in buildings accumulates massive operational data, which calls for smart solutions to utilize these data to improve energy performance.
Polarization Tracking in the Presence of PDL and Fast Temporal Drift
In this paper, we analyze the effectiveness of polarization tracking algorithms in optical transmission systems suffering from fast state of polarization (SOP) rotations and polarization-dependent loss (PDL).
Over-the-fiber Digital Predistortion Using Reinforcement Learning
We demonstrate, for the first time, experimental over-the-fiber training of transmitter neural networks (NNs) using reinforcement learning.
Analytical Modeling of Nonlinear Fiber Propagation for Four Dimensional Symmetric Constellations
This nonlinear interference discrepancy between the results of the proposed model and the EGN model could be up to 2. 8 dB for a system with 80 WDM channels.
Low-Complexity Geometric Shaping
Approaching Shannon's capacity via geometric shaping has usually been regarded as challenging due to modulation and demodulation complexity, requiring look-up tables to store the constellation points and constellation bit labeling.
