Few-Shot Specific Emitter Identification via Integrated Complex Variational Mode Decomposition and Spatial Attention Transfer
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Chenyu, Li, Zeyang, Xie, Ziyi, Zhang, Jie |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Combination Model for Time Series Prediction using LSTM via Extracting Dynamic Features Based on Spatial Smoothing and Sequential General Variational Mode Decomposition
by: Liu, Jianyu, et al.
Published: (2024)
by: Liu, Jianyu, et al.
Published: (2024)
Variational Mode Decomposition and Linear Embeddings are What You Need For Time-Series Forecasting
by: Putra, Hafizh Raihan Kurnia, et al.
Published: (2024)
by: Putra, Hafizh Raihan Kurnia, et al.
Published: (2024)
A Combination Model Based on Sequential General Variational Mode Decomposition Method for Time Series Prediction
by: Chen, Wei, et al.
Published: (2024)
by: Chen, Wei, et al.
Published: (2024)
Comprehensive Robust Dynamic Mode Decomposition from Mode Extraction to Dimensional Reduction
by: Nakamura, Yuki, et al.
Published: (2026)
by: Nakamura, Yuki, et al.
Published: (2026)
Continuous Orthogonal Mode Decomposition: Haptic Signal Prediction in Tactile Internet
by: Vahedifar, Mohammad Ali, et al.
Published: (2026)
by: Vahedifar, Mohammad Ali, et al.
Published: (2026)
Real-Time Forecasting of Pathological Gait via IMU Navigation: A Few-Shot and Generative Learning Framework for Wearable Devices
by: Zhang, Wenwen, et al.
Published: (2024)
by: Zhang, Wenwen, et al.
Published: (2024)
Spatially Distributed Task-Oriented Compression for Multi-Emitter Localization and Characterization with Spectral Overlap
by: Bicer, H. Nazim, et al.
Published: (2026)
by: Bicer, H. Nazim, et al.
Published: (2026)
Specific Emitter Identification Handling Modulation Variation with Margin Disparity Discrepancy
by: Zhang, Yezhuo, et al.
Published: (2024)
by: Zhang, Yezhuo, et al.
Published: (2024)
Dynamic Indoor Fingerprinting Localization based on Few-Shot Meta-Learning with CSI Images
by: Jiao, Jiyu, et al.
Published: (2024)
by: Jiao, Jiyu, et al.
Published: (2024)
Few-Shot Transfer Learning for Individualized Braking Intent Detection on Neuromorphic Hardware
by: Lutes, Nathan, et al.
Published: (2024)
by: Lutes, Nathan, et al.
Published: (2024)
Learning under Label Noise through Few-Shot Human-in-the-Loop Refinement
by: Saeed, Aaqib, et al.
Published: (2024)
by: Saeed, Aaqib, et al.
Published: (2024)
Hybrid Attention Model Using Feature Decomposition and Knowledge Distillation for Glucose Forecasting
by: Farahmand, Ebrahim, et al.
Published: (2024)
by: Farahmand, Ebrahim, et al.
Published: (2024)
Adaptive Unknown Fault Detection and Few-Shot Continual Learning for Condition Monitoring in Ultrasonic Metal Welding
by: Eslaminia, Ahmadreza, et al.
Published: (2026)
by: Eslaminia, Ahmadreza, et al.
Published: (2026)
Bayesian Signal Component Decomposition via Diffusion-within-Gibbs Sampling
by: Zhang, Yi, et al.
Published: (2026)
by: Zhang, Yi, et al.
Published: (2026)
Holographic Transformers for Complex-Valued Signal Processing: Integrating Phase Interference into Self-Attention
by: Huang, Enhao, et al.
Published: (2025)
by: Huang, Enhao, et al.
Published: (2025)
Cross-Subject and Cross-Montage EEG Transfer Learning via Individual Tangent Space Alignment and Spatial-Riemannian Feature Fusion
by: Lai-Tan, Nicole, et al.
Published: (2025)
by: Lai-Tan, Nicole, et al.
Published: (2025)
L-SFAN: Lightweight Spatially-focused Attention Network for Pain Behavior Detection
by: Ortigoso-Narro, Jorge, et al.
Published: (2024)
by: Ortigoso-Narro, Jorge, et al.
Published: (2024)
TAnet: A New Temporal Attention Network for EEG-based Auditory Spatial Attention Decoding with a Short Decision Window
by: Ding, Yuting, et al.
Published: (2024)
by: Ding, Yuting, et al.
Published: (2024)
DWAFM: Dynamic Weighted Graph Structure Embedding Integrated with Attention and Frequency-Domain MLPs for Traffic Forecasting
by: Shi, Sen, et al.
Published: (2026)
by: Shi, Sen, et al.
Published: (2026)
SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging With Neural Networks Based on Ballistocardiograms
by: Li, Shuzhen, et al.
Published: (2024)
by: Li, Shuzhen, et al.
Published: (2024)
Subject-Specific Analysis of Self-Initiated Attention Shifts from EEG with Controlled Internal and External Attention Conditions
by: Zeng, Yuwen, et al.
Published: (2026)
by: Zeng, Yuwen, et al.
Published: (2026)
Urinary Tract Infection Detection in Digital Remote Monitoring: Strategies for Managing Participant-Specific Prediction Complexity
by: Fan, Kexin, et al.
Published: (2025)
by: Fan, Kexin, et al.
Published: (2025)
Contrastive Learning-based User Identification with Limited Data on Smart Textiles
by: Zhang, Yunkang, et al.
Published: (2024)
by: Zhang, Yunkang, et al.
Published: (2024)
Repetitive TMS-based Identification of Methamphetamine-Dependent Individuals Using EEG Spectra
by: Zeng, Ziyi, et al.
Published: (2025)
by: Zeng, Ziyi, et al.
Published: (2025)
Interpretable Short-Term Load Forecasting via Multi-Scale Temporal Decomposition
by: Jiang, Yuqi, et al.
Published: (2024)
by: Jiang, Yuqi, et al.
Published: (2024)
Online Specific Emitter Identification via Collision-Alleviated Signal Hash
by: Wang, Hongyu, et al.
Published: (2025)
by: Wang, Hongyu, et al.
Published: (2025)
sleep2vec: Unified Cross-Modal Alignment for Heterogeneous Nocturnal Biosignals
by: Yuan, Weixuan, et al.
Published: (2026)
by: Yuan, Weixuan, et al.
Published: (2026)
Advancing Few-Shot Pediatric Arrhythmia Classification with a Novel Contrastive Loss and Multimodal Learning
by: Chen, Yiqiao, et al.
Published: (2025)
by: Chen, Yiqiao, et al.
Published: (2025)
ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System
by: Chen, Huangxun, et al.
Published: (2019)
by: Chen, Huangxun, et al.
Published: (2019)
Koopman AutoEncoder via Singular Value Decomposition for Data-Driven Long-Term Prediction
by: Choi, Jinho, et al.
Published: (2024)
by: Choi, Jinho, et al.
Published: (2024)
Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism
by: Mirzaeibonehkhater, Marzieh, et al.
Published: (2024)
by: Mirzaeibonehkhater, Marzieh, et al.
Published: (2024)
Few-Shot Radar Signal Recognition through Self-Supervised Learning and Radio Frequency Domain Adaptation
by: Huang, Zi, et al.
Published: (2025)
by: Huang, Zi, et al.
Published: (2025)
Graph Transfer Learning via Shared Latent Geometry: Theory and Applications
by: Wu, Tong, et al.
Published: (2026)
by: Wu, Tong, et al.
Published: (2026)
Mitigating Receiver Impact on Radio Frequency Fingerprint Identification via Domain Adaptation
by: Yang, Liu, et al.
Published: (2024)
by: Yang, Liu, et al.
Published: (2024)
Variational Learning ISTA
by: Massoli, Fabio Valerio, et al.
Published: (2024)
by: Massoli, Fabio Valerio, et al.
Published: (2024)
Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG
by: Liang, Zequan, et al.
Published: (2025)
by: Liang, Zequan, et al.
Published: (2025)
BitStopper: An Efficient Transformer Attention Accelerator via Stage-fusion and Early Termination
by: Wang, Huizheng, et al.
Published: (2025)
by: Wang, Huizheng, et al.
Published: (2025)
Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer Interfaces
by: Wang, Jiyuan, et al.
Published: (2025)
by: Wang, Jiyuan, et al.
Published: (2025)
Post-processing of EEG-based Auditory Attention Decoding Decisions via Hidden Markov Models
by: Heintz, Nicolas, et al.
Published: (2025)
by: Heintz, Nicolas, et al.
Published: (2025)
Age of Information Minimization in UAV-Enabled Integrated Sensing and Communication Systems
by: Bai, Yu, et al.
Published: (2025)
by: Bai, Yu, et al.
Published: (2025)
Similar Items
-
A Combination Model for Time Series Prediction using LSTM via Extracting Dynamic Features Based on Spatial Smoothing and Sequential General Variational Mode Decomposition
by: Liu, Jianyu, et al.
Published: (2024) -
Variational Mode Decomposition and Linear Embeddings are What You Need For Time-Series Forecasting
by: Putra, Hafizh Raihan Kurnia, et al.
Published: (2024) -
A Combination Model Based on Sequential General Variational Mode Decomposition Method for Time Series Prediction
by: Chen, Wei, et al.
Published: (2024) -
Comprehensive Robust Dynamic Mode Decomposition from Mode Extraction to Dimensional Reduction
by: Nakamura, Yuki, et al.
Published: (2026) -
Continuous Orthogonal Mode Decomposition: Haptic Signal Prediction in Tactile Internet
by: Vahedifar, Mohammad Ali, et al.
Published: (2026)