Cover Image

Differentiable Machine Learning-Based Modeling for Directly-Modulated Lasers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hernandez, Sergio, Jovanovic, Ognjen, Peucheret, Christophe, Da Ros, Francesco, Zibar, Darko
Format:	Preprint
Published:	2023
Subjects:	Signal Processing Information Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Experimental Demonstration of End-to-End Optimization for Directly Modulated Laser-based IM/DD Systems
by: Hernandez, Sergio, et al.
Published: (2024)

End-to-End Optimization of Directly Modulated Laser Links using Chirp-Aware Modeling
by: F., Sergio Hernandez, et al.
Published: (2024)

Experimental End-to-End Optimization of Directly Modulated Laser-based IM/DD Transmission
by: Hernandez, Sergio, et al.
Published: (2025)

End-to-end Optimization of Optical Communication Systems based on Directly Modulated Lasers
by: F., Sergio Hernandez, et al.
Published: (2024)

BICM-compatible Rate Adaptive Geometric Constellation Shaping Using Optimized Many-to-one Labeling
by: Yankov, Metodi Plamenov, et al.
Published: (2023)

Quantum Noise Limited Temperature-Change Estimation for Phase-OTDR Employing Coherent Detection
by: Wang, Huwei, et al.
Published: (2025)

End-to-End Learning of Pulse-Shaper and Receiver Filter in the Presence of Strong Intersymbol Interference
by: Nielsen, Søren Føns, et al.
Published: (2024)

End-to-End Learning of Transmitter and Receiver Filters in Bandwidth Limited Fiber Optic Communication Systems
by: Nielsen, Søren Føns, et al.
Published: (2024)

Subspace tracking: a novel measurement method to test the standard phase noise model of optical frequency combs
by: Zibar, Darko, et al.
Published: (2025)

Power Allocation and Beamforming Design for IRS-aided Secure Directional Modulation Network
by: Dong, Rongen, et al.
Published: (2023)

Deep Learning Based Superposition Coded Modulation for Hierarchical Semantic Communications over Broadcast Channels
by: Bo, Yufei, et al.
Published: (2024)

Orthogonal Delay-Doppler Division Multiplexing Modulation with Hierarchical Mode-Based Index Modulation
by: Huang, Kehan, et al.
Published: (2025)

Enabling ISAC in Real World: Beam-Based User Identification with Machine Learning
by: Demirhan, Umut, et al.
Published: (2024)

Phase Noise Characterization of Cr:ZnS Frequency Comb using Subspace Tracking
by: Razumov, Aleksandr, et al.
Published: (2024)

Optimal Sensing Policy With Interference-Model Uncertainty
by: Corlay, Vincent, et al.
Published: (2024)

Nonparametric Variational Bayesian Learning for Channel Estimation with OTFS Modulation
by: Cao, Chong, et al.
Published: (2026)

Chirp Delay-Doppler Domain Modulation Based Joint Communication and Radar for Autonomous Vehicles
by: Li, Zhuoran, et al.
Published: (2025)

Directional Sparsity Based Statistical Channel Estimation for 6D Movable Antenna Communications
by: Shao, Xiaodan, et al.
Published: (2025)

Newton-Direction-Based ReLU-Thresholding Methods for Nonnegative Sparse Signal Recovery
by: Bian, Ning, et al.
Published: (2026)

Study of Noncoherent Sparse Subarrays for Direction Finding Based on Low-Rank and Sparse Recovery
by: Leite, W., et al.
Published: (2024)

RIS-Aided Receive Generalized Spatial Modulation Design with Reflecting Modulation
by: Guo, Xinghao, et al.
Published: (2023)

Optimal Multi-Level ASK Modulations for RIS-Assisted Communications with Energy-Based Noncoherent Reception
by: Mishra, Sambit, et al.
Published: (2024)

Blind Equalization using a Variational Autoencoder with Second Order Volterra Channel Model
by: Nielsen, Søren Føns, et al.
Published: (2024)

Machine Learning for Future Wireless Communications: Channel Prediction Perspectives
by: Kim, Hwanjin, et al.
Published: (2025)

UNILoc: Unified Localization Combining Model-Based Geometry and Unsupervised Learning
by: Zhang, Yuhao, et al.
Published: (2025)

Distributed Compression in the Era of Machine Learning: A Review of Recent Advances
by: Ozyilkan, Ezgi, et al.
Published: (2024)

Machine Learning-Aided Cooperative Localization under Dense Urban Environment
by: Lee, Hoon, et al.
Published: (2024)

Modulation and Estimation with a Helper
by: Khina, Anatoly, et al.
Published: (2023)

Analytical Model of Nonlinear Fiber Propagation for General Dual-Polarization Four-Dimensional Modulation Format
by: Liang, Zhiwei, et al.
Published: (2023)

Nyquist Signaling Modulation (NSM): An FTN-Inspired Paradigm Shift in Modulation Design for 6G and Beyond
by: Siala, Mohamed, et al.
Published: (2025)

An Information Theoretic Analysis of Ghost Modulation
by: Harman, Daniel, et al.
Published: (2024)

Channel Coding meets Sequence Design via Machine Learning for Integrated Sensing and Communications
by: Aditya, Sundar, et al.
Published: (2025)

Deep Learning Model-Based Channel Estimation for THz Band Massive MIMO with RF Impairments
by: Tarafder, Pulok, et al.
Published: (2024)

Leveraging Bi-Directional Channel Reciprocity for Robust Ultra-Low-Rate Implicit CSI Feedback with Deep Learning
by: Liu, Zhenyu, et al.
Published: (2025)

Hybrid Near-Far Field 6D Movable Antenna Design Exploiting Directional Sparsity and Deep Learning
by: Shao, Xiaodan, et al.
Published: (2025)

Non-Orthogonal Time-Frequency Space Modulation
by: Shamsi, Mahdi, et al.
Published: (2023)

Massive MIMO CSI Feedback using Channel Prediction: How to Avoid Machine Learning at UE?
by: Shehzad, Muhammad Karam, et al.
Published: (2024)

Fluid Antenna-Empowered Receive Spatial Modulation
by: Guo, Xinghao, et al.
Published: (2025)

Low-Complexity Event Detection and Identification in Coherent Correlation OTDR Measurements
by: Müller, Jasper, et al.
Published: (2025)

Low-Complexity Joint Beamforming for RIS-Assisted MU-MISO Systems Based on Model-Driven Deep Learning
by: Jin, Weijie, et al.
Published: (2023)