Cover Image

Dynamic Indoor Fingerprinting Localization based on Few-Shot Meta-Learning with CSI Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jiao, Jiyu, Wang, Xiaojun, Han, Chenpei, Huang, Yuhua, Zhang, Yizhuo
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints
by: Yan, Wenzhong, et al.
Published: (2025)

A CNN-LSTM Quantifier for Single Access Point CSI Indoor Localization
by: Hoang, Minh Tu, et al.
Published: (2020)

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning
by: Jan, Masood, et al.
Published: (2025)

Learning under Label Noise through Few-Shot Human-in-the-Loop Refinement
by: Saeed, Aaqib, et al.
Published: (2024)

Learning Representations for CSI Adaptive Quantization and Feedback
by: Rizzello, Valentina, et al.
Published: (2022)

An Adaptive CSI Feedback Model Based on BiLSTM for Massive MIMO-OFDM Systems
by: Shen, Hongrui, et al.
Published: (2024)

MetaGraphLoc: A Graph-based Meta-learning Scheme for Indoor Localization via Sensor Fusion
by: Etiabi, Yaya, et al.
Published: (2024)

Radio Foundation Models: Pre-training Transformers for 5G-based Indoor Localization
by: Ott, Jonathan, et al.
Published: (2024)

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)

Structured Latent Dynamics in Wireless CSI via Homomorphic World Models
by: Naoumi, Salmane, et al.
Published: (2026)

Neural 5G Indoor Localization with IMU Supervision
by: Ermolov, Aleksandr, et al.
Published: (2024)

Hybrid Quantum Neural Network based Indoor User Localization using Cloud Quantum Computing
by: Mittal, Sparsh, et al.
Published: (2024)

BTS: Bifold Teacher-Student in Semi-Supervised Learning for Indoor Two-Room Presence Detection Under Time-Varying CSI
by: Shen, Li-Hsiang, et al.
Published: (2022)

Flexible K Nearest Neighbors Classifier: Derivation and Application for Ion-mobility Spectrometry-based Indoor Localization
by: Müller, Philipp
Published: (2023)

Adaptive Unknown Fault Detection and Few-Shot Continual Learning for Condition Monitoring in Ultrasonic Metal Welding
by: Eslaminia, Ahmadreza, 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)

Deep Learning-based Implicit CSI Feedback in Massive MIMO
by: Chen, Muhan, et al.
Published: (2021)

Few-Shot Specific Emitter Identification via Integrated Complex Variational Mode Decomposition and Spatial Attention Transfer
by: Zhu, Chenyu, et al.
Published: (2025)

Transfer Learning-Enhanced Instantaneous Multi-Person Indoor Localization by CSI
by: He, Zhiyuan, et al.
Published: (2024)

Bluetooth Low Energy Dataset Using In-Phase and Quadrature Samples for Indoor Localization
by: Leitch, Samuel G., et al.
Published: (2024)

Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems
by: Guo, Jiajia, et al.
Published: (2022)

Few-Shot Radar Signal Recognition through Self-Supervised Learning and Radio Frequency Domain Adaptation
by: Huang, Zi, et al.
Published: (2025)

Spatially-Adaptive Conformal Graph Transformer for Indoor Localization in Wi-Fi Driven Networks
by: Lehyeh, Ayesh Abu, et al.
Published: (2026)

Accurate Diagnosis of Respiratory Viruses Using an Explainable Machine Learning with Mid-Infrared Biomolecular Fingerprinting of Nasopharyngeal Secretions
by: Zhang, Wenwen, et al.
Published: (2025)

VR-VFL: Joint Rate and Client Selection for Vehicular Federated Learning Under Imperfect CSI
by: Karatas, Metehan, et al.
Published: (2026)

Indoor Airflow Imaging Using Physics-Informed Background-Oriented Schlieren Tomography
by: Teh, Arjun, et al.
Published: (2025)

RSSI-Assisted CSI-Based Passenger Counting with Multiple Wi-Fi Receivers
by: Guo, Jingtao, et al.
Published: (2024)

FeMLoc: Federated Meta-learning for Adaptive Wireless Indoor Localization Tasks in IoT Networks
by: Etiabi, Yaya, et al.
Published: (2024)

On the Application of Deep Learning for Precise Indoor Positioning in 6G
by: Kotturi, Sai Prasanth, et al.
Published: (2024)

Constructing Indoor Region-based Radio Map without Location Labels
by: Xing, Zheng, et al.
Published: (2023)

Enhancing WiFi CSI Fingerprinting: A Deep Auxiliary Learning Approach
by: Huang, Yong, et al.
Published: (2025)

Study on Downlink CSI compression: Are Neural Networks the Only Solution?
by: Praneeth, K. Sai, et al.
Published: (2025)

Improved Indoor Localization with Machine Learning Techniques for IoT applications
by: Maduranga, M. W. P.
Published: (2024)

Learning-Based WiFi Fingerprint Inpainting via Generative Adversarial Networks
by: Chan, Yu, et al.
Published: (2024)

MetaSort: An Accelerated Approach for Non-uniform Compression and Few-shot Classification of Neural Spike Waveforms
by: Meyer, Luca M., et al.
Published: (2026)

Transfer Learning for VLC-based indoor Localization: Addressing Environmental Variability
by: Jan, Masood, et al.
Published: (2025)

The First Indoor Pathloss Radio Map Prediction Challenge
by: Bakirtzis, Stefanos, et al.
Published: (2025)

Event-Triggered Gossip for Distributed Learning
by: Zhai, Zhiyuan, et al.
Published: (2026)

Online Meta-Learning Channel Autoencoder for Dynamic End-to-end Physical Layer Optimization
by: Owfi, Ali, et al.
Published: (2025)

Few-Shot Transfer Learning for Individualized Braking Intent Detection on Neuromorphic Hardware
by: Lutes, Nathan, et al.
Published: (2024)