Imagen de Portada

DAS-MAE: A self-supervised pre-training framework for universal and high-performance representation learning of distributed fiber-optic acoustic sensing

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Duan, Junyi, Chen, Jiageng, He, Zuyuan
Formato:	Preprint
Publicado:	2025
Materias:	Signal Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A cross-modal pre-training framework with video data for improving performance and generalization of distributed acoustic sensing
por: Duan, Junyi, et al.
Publicado: (2025)

SSNet: Flexible and robust channel extrapolation for fluid antenna systems enabled by an self-supervised learning framework
por: Gao, Yuan, et al.
Publicado: (2025)

A dual bistatic optical forward transceiver configuration for determining the position of an acoustic communication source detected by optical communication fibers
por: Grythe, Knut H., et al.
Publicado: (2025)

Monitoring exposure-length variations in submarine power cables using distributed fiber-optic sensing
por: Mishima, Sakiko, et al.
Publicado: (2026)

Waveguide Superlattices with Artificial Gauge Field Towards Colorless and Crosstalkless Ultrahigh-Density Photonic Integration
por: Zhang, Xuelin, et al.
Publicado: (2024)

FiLark: a streaming-first software framework for end-to-end exploration, annotation, and algorithm integration in distributed acoustic sensing
por: Li, Jintao, et al.
Publicado: (2026)

Wearable data from subjects playing Super Mario, sitting university exams, or performing physical exercise help detect acute mood episodes via self-supervised learning
por: Corponi, Filippo, et al.
Publicado: (2023)

On fusing active and passive acoustic sensing for simultaneous localization and mapping
por: Bradley, Aidan J., et al.
Publicado: (2024)

High-resolution optical and acoustic remote sensing datasets of the Puck Lagoon, Southern Baltic
por: Janowski, Łukasz, et al.
Publicado: (2024)

Derivation and analysis of power offset in fiber-longitudinal power profile estimation using pre-FEC hard-decision data
por: Tang, Du, et al.
Publicado: (2025)

Adaptive optical signal-to-noise ratio recovery for long-distance optical fiber transmission
por: Zhu, Mingwen, et al.
Publicado: (2024)

CSI-MAE: A Masked Autoencoder-based Channel Foundation Model
por: Jiang, Jun, et al.
Publicado: (2026)

Efficient machine learning for motion sensing for lighting applications
por: Pijlman, Fetze
Publicado: (2024)

Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recording
por: Wang, Bo, et al.
Publicado: (2024)

Single-channel electroencephalography decomposition by detector-atom network and its pre-trained model
por: Higashi, Hiroshi
Publicado: (2024)

Removing the need for ground truth UWB data collection: self-supervised ranging error correction using deep reinforcement learning
por: Coppens, Dieter, et al.
Publicado: (2024)

Unified framework for outage-constrained rate maximization in secure ISAC under various sensing metrics
por: Zhu, Hancheng, et al.
Publicado: (2026)

Equivariance-based self-supervised learning for audio signal recovery from clipped measurements
por: Sechaud, Victor, et al.
Publicado: (2024)

The role of data partitioning on the performance of EEG-based deep learning models in supervised cross-subject analysis: a preliminary study
por: Del Pup, Federico, et al.
Publicado: (2025)

A neural network for forward and inverse nonlinear Fourier transforms for fiber optic communication
por: Zhang, Wen Qi, et al.
Publicado: (2024)

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing
por: Liu, Gang, et al.
Publicado: (2025)

Joint UE positioning and distributed sensing in the upper mid-band exploiting virtual apertures
por: Mesforush, Soroush, et al.
Publicado: (2025)

RIS-MAE: A Self-Supervised Modulation Classification Method Based on Raw IQ Signals and Masked Autoencoder
por: Liu, Yunfei, et al.
Publicado: (2025)

Study of 5G base station antenna array performance for self-interference reduction
por: Xue, Bing, et al.
Publicado: (2024)

Odour sensing in turbulent plumes with high-speed electronic nose and non-invasive ground truth
por: Dennler, Nik, et al.
Publicado: (2026)

A comprehensive evaluation of pretraining strategies for channel-agnostic contrastive self-supervision of biosignals
por: Brüsch, Thea, et al.
Publicado: (2024)

Optimizing performance in elastic optical networks using advanced reconfigurable optical add-drop multiplexers: A novel design approach and comprehensive analysis
por: Khosravi, Faranak, et al.
Publicado: (2024)

Self-supervised inter-intra period-aware ECG representation learning for detecting atrial fibrillation
por: Zhu, Xiangqian, et al.
Publicado: (2024)

Rethinking the fundamental performance limits of integrated sensing and communication systems
por: Yu, Zhouyuan, et al.
Publicado: (2024)

Deep learning classification system for coconut maturity levels based on acoustic signals
por: Caladcad, June Anne, et al.
Publicado: (2024)

Fiber neural networks for the intelligent optical fiber communications
por: Zang, Yubin, et al.
Publicado: (2024)

Optimum classical beam position sensing
por: He, Wenhua, et al.
Publicado: (2024)

Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition
por: Wang, Hanqi, et al.
Publicado: (2024)

Specific multi-emitter identification via multi-label learning
por: Chen, Yuhao, et al.
Publicado: (2025)

Bridging simulation and reality in subsurface radar-based sensing: physics-guided hierarchical domain adaptation with deep adversarial learning
por: Wang, Zixin, et al.
Publicado: (2025)

RIR-Mega: a large-scale simulated room impulse response dataset for machine learning and room acoustics modeling
por: Goswami, Mandip
Publicado: (2025)

The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding
por: Wei, Xiaoxi, et al.
Publicado: (2024)

A new architecture for high speed core-selective switch for multicore fibers
por: Melo, Cristóbal, et al.
Publicado: (2024)

Slimmed optical neural networks with multiplexed neuron sets and a corresponding backpropagation training algorithm
por: Liu, Yi-Feng, et al.
Publicado: (2023)

A framework for GNSS-based solutions performance analysis in an ERTMS context
por: Marais, Juliette, et al.
Publicado: (2024)