Scenario-Agnostic Deep-Learning-Based Localization with Contrastive Self-Supervised Pre-training
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Lingyan, Qiu, Yuanfeng, Li, Dachuan, Wu, Shaohua, Zhang, Tingting, Zhang, Qinyu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Automatic Radio Map Adaptation for Robust Localization with Dynamic Adversarial Learning
by: Zhang, Lingyan, et al.
Published: (2024)
by: Zhang, Lingyan, et al.
Published: (2024)
Confidence Based Asynchronous Integrated Communication and Localization Networks Using Pulsed UWB Signals
by: Liu, Fan, et al.
Published: (2025)
by: Liu, Fan, et al.
Published: (2025)
Joint Frame Structure, Beamwidth, and Power Allocation for UAV-Aided Localization and Communication
by: Liang, Tianhao., et al.
Published: (2024)
by: Liang, Tianhao., et al.
Published: (2024)
Overlap-Summation-Based Pulse Shaping Transceiver for Affine Frequency Division Multiplexing
by: Zhang, Haojian, et al.
Published: (2026)
by: Zhang, Haojian, et al.
Published: (2026)
Fundamental Limits of Pulse Based UWB ISAC Systems: A Parameter Estimation Perspective
by: Liu, Fan, et al.
Published: (2024)
by: Liu, Fan, et al.
Published: (2024)
Deep Learning Based Dynamic Environment Reconstruction for Vehicular ISAC Scenarios
by: Song, Junzhe, et al.
Published: (2025)
by: Song, Junzhe, et al.
Published: (2025)
Robust Deep Joint Source-Channel Coding Enabled Distributed Image Transmission with Imperfect Channel State Information
by: Dong, Biao, et al.
Published: (2024)
by: Dong, Biao, et al.
Published: (2024)
Inference-Optimal ISAC via Task-Oriented Feature Transmission and Power Allocation
by: Dong, Biao, et al.
Published: (2025)
by: Dong, Biao, et al.
Published: (2025)
Integrated Sensing, Communication, and Computation Over-the-Air in OFDM Systems
by: Dong, Biao, et al.
Published: (2025)
by: Dong, Biao, et al.
Published: (2025)
Modem Optimization of High-Mobility Scenarios: A Deep-Learning-Inspired Approach
by: Zhang, Hengyu, et al.
Published: (2024)
by: Zhang, Hengyu, et al.
Published: (2024)
SHAP-AAD: DeepSHAP-Guided Channel Reduction for EEG Auditory Attention Detection
by: Salmi, Rayan, et al.
Published: (2025)
by: Salmi, Rayan, et al.
Published: (2025)
SSC-UNet: UNet with Self-Supervised Contrastive Learning for Phonocardiography Noise Reduction
by: Abraham, Lizy, et al.
Published: (2026)
by: Abraham, Lizy, et al.
Published: (2026)
Machine Learning-Based Near-Field Localization in Mixed LoS/NLoS Scenarios
by: Ramezani, Parisa, et al.
Published: (2025)
by: Ramezani, Parisa, et al.
Published: (2025)
Distributed Integrated Sensing and Edge AI Exploiting Prior Information
by: Dong, Biao, et al.
Published: (2025)
by: Dong, Biao, et al.
Published: (2025)
Self-Supervised Scalable Deep Compressed Sensing
by: Chen, Bin, et al.
Published: (2023)
by: Chen, Bin, et al.
Published: (2023)
Revolutionizing Wireless Networks with Self-Supervised Learning: A Pathway to Intelligent Communications
by: Yang, Zhixiang, et al.
Published: (2024)
by: Yang, Zhixiang, et al.
Published: (2024)
Self-Supervised Radio Pre-training: Toward Foundational Models for Spectrogram Learning
by: Aboulfotouh, Ahmed, et al.
Published: (2024)
by: Aboulfotouh, Ahmed, et al.
Published: (2024)
Deep Learning-based Human Gesture Channel Modeling for Integrated Sensing and Communication Scenarios
by: Zhang, Zhengyu, et al.
Published: (2025)
by: Zhang, Zhengyu, et al.
Published: (2025)
SEI-SHIELD: Robust Specific Emitter Identification Under Label Noise Via Self-Supervised Filtering and Iterative Rescue
by: Zhang, Ruixiang, et al.
Published: (2026)
by: Zhang, Ruixiang, et al.
Published: (2026)
Adversarial Learning-Based Radio Map Reconstruction for Fingerprinting Localization
by: Zhang, Jiaming, et al.
Published: (2025)
by: Zhang, Jiaming, et al.
Published: (2025)
Modulation Consistency-based Contrastive Learning for Self-Supervised Automatic Modulation Classification
by: Wang, Chenxu, et al.
Published: (2026)
by: Wang, Chenxu, et al.
Published: (2026)
Location-Agnostic Channel Knowledge Map Construction for Dynamic Scenes
by: Zhou, Kequan, et al.
Published: (2026)
by: Zhou, Kequan, et al.
Published: (2026)
Supervised Contrastive Learning Framework for Electroencephalography-based Air-writing Recognition
by: Jain, Anant, et al.
Published: (2026)
by: Jain, Anant, et al.
Published: (2026)
Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning
by: Taghanaki, Setareh Rahimi, et al.
Published: (2022)
by: Taghanaki, Setareh Rahimi, et al.
Published: (2022)
Localized Supervised Learning for Cryo-ET Reconstruction
by: Kishore, Vinith, et al.
Published: (2025)
by: Kishore, Vinith, et al.
Published: (2025)
A Geometry Map-Based Site-Specific Propagation Channel Model for Urban Scenarios
by: Song, Junzhe, et al.
Published: (2025)
by: Song, Junzhe, et al.
Published: (2025)
RIS-MAE: A Self-Supervised Modulation Classification Method Based on Raw IQ Signals and Masked Autoencoder
by: Liu, Yunfei, et al.
Published: (2025)
by: Liu, Yunfei, et al.
Published: (2025)
CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG Signals
by: Cui, Wenhui, et al.
Published: (2025)
by: Cui, Wenhui, et al.
Published: (2025)
Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning
by: Wei, Hao, et al.
Published: (2025)
by: Wei, Hao, et al.
Published: (2025)
MIMO-OTFS-Based Semantic Communication for High-Mobility Scenarios
by: Zhang, Yu, et al.
Published: (2026)
by: Zhang, Yu, et al.
Published: (2026)
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition
by: Ye, Weishan, et al.
Published: (2023)
by: Ye, Weishan, et al.
Published: (2023)
Parameter Convergence Radar Detector Based on VAMP Deep Unfolding
by: Zhang, Haoyun, et al.
Published: (2025)
by: Zhang, Haoyun, et al.
Published: (2025)
SSwsrNet: A Semi-Supervised Few-Shot Learning Framework for Wireless Signal Recognition
by: Zhang, Hao, et al.
Published: (2024)
by: Zhang, Hao, et al.
Published: (2024)
Unsupervised Equivalent Contrastive Learning for Radio Signal Recognition
by: Zheng, Shilian, et al.
Published: (2026)
by: Zheng, Shilian, et al.
Published: (2026)
Remote Training in Task-Oriented Communication: Supervised or Self-Supervised with Fine-Tuning?
by: Li, Hongru, et al.
Published: (2025)
by: Li, Hongru, et al.
Published: (2025)
Deep Learning-Based Beamforming Design Using Target Beam Patterns
by: Zhang, Hongpu, et al.
Published: (2025)
by: Zhang, Hongpu, et al.
Published: (2025)
A Novel Radar Constant False Alarm Rate Detection Algorithm Based on VAMP Deep Unfolding
by: Zhang, Haoyun, et al.
Published: (2025)
by: Zhang, Haoyun, et al.
Published: (2025)
Multi-Domain Supervised Contrastive Learning for UAV Radio-Frequency Open-Set Recognition
by: Gao, Ning, et al.
Published: (2025)
by: Gao, Ning, et al.
Published: (2025)
CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition
by: Liao, Yuan, et al.
Published: (2024)
by: Liao, Yuan, et al.
Published: (2024)
A Pre-trained EEG-to-MEG Generative Framework for Enhancing BCI Decoding
by: Li, Zhuo, et al.
Published: (2026)
by: Li, Zhuo, et al.
Published: (2026)
Similar Items
-
Automatic Radio Map Adaptation for Robust Localization with Dynamic Adversarial Learning
by: Zhang, Lingyan, et al.
Published: (2024) -
Confidence Based Asynchronous Integrated Communication and Localization Networks Using Pulsed UWB Signals
by: Liu, Fan, et al.
Published: (2025) -
Joint Frame Structure, Beamwidth, and Power Allocation for UAV-Aided Localization and Communication
by: Liang, Tianhao., et al.
Published: (2024) -
Overlap-Summation-Based Pulse Shaping Transceiver for Affine Frequency Division Multiplexing
by: Zhang, Haojian, et al.
Published: (2026) -
Fundamental Limits of Pulse Based UWB ISAC Systems: A Parameter Estimation Perspective
by: Liu, Fan, et al.
Published: (2024)