Latest Research in Wireless Signal Modulation Classification

21 research papers · 2026 median publication year

Top Research Topics in Wireless Signal Modulation Classification

Highest-Cited Papers

  1. HoRFFI: High-Openness RF Fingerprint Identification with a Similarity-Enhanced Variational Information Bottleneck
  2. Lightweight Indoor Trajectory Localization via Multi-step Fusion of Wi-Fi Fingerprinting and PDR
  3. Motion-State-Aware Adaptive Step-Length Smartphone PDR for GPS-Denied Pedestrian Localization
  4. Microwave ablation as a minimally invasive treatment for primary hyperparathyroidism: A case report and literature review
  5. Federated Learning-Based Localization with Heterogeneous Fingerprint Database
  6. Characterizing and Mitigating the Effects of Device Temperature on RF Fingerprinting Accuracy
  7. A probilistic markov model-based framework for indoor localization
  8. RateCount: Learning-Free Device Counting by Wi-Fi Probe Listening
  9. A Calibrated Multi-Dimensional Evaluation Framework for Diffusion-Based Radio Frequency Signal Generation
  10. Where You Tap Matters: A Probe-and-Model Benchmark for Open-Set RF Fingerprinting
  11. PrivAR: Client-Side Privacy Framework for Real-Time Location-Based Augmented Reality
  12. SNR-ProtoNet: Robust Few-Shot RF Fingerprinting via SNR-Conditioned Prototypical Networks
  13. SNR-ProtoNet: Robust Few-Shot RF Fingerprinting via SNR-Conditioned Prototypical Networks
  14. Physics-Informed Structure Anchoring With Capture-Aware Prototype Calibration for Cross-Environment RF Fingerprinting
  15. Cross-Receiver Open-Set Radio Frequency Fingerprinting via Structure-First Adaptation
  16. Calibrated Open-Set Prototypes for Cross-Domain Radio-Frequency Emitter Recognition
  17. Compound Interference Recognition for LR-FHSS Satellite IoT Uplinks via Multi-Domain Instance Fusion
  18. Graph Neural Networks for RFID-Based Spatial Geometry Inference in Spatial AI Systems
  19. NLOS/LOS identification with LightGBM ensemble
  20. CR-AP: A Wi-Fi fingerprint localization method based on capsule networks
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2026 AUG Q1

Wireless Signal Modulation Classification

21 papers

Top Topics (9)

Indoor and Outdoor Localization Technologies5
Signal Processing4
Wireless Signal Modulation Classification4
Cryptography and Security3
Parathyroid Disorders and Treatments1
Networking and Internet Architecture1
Information Theory1
Machine Learning1
Atmospheric and Oceanic Physics1

Top Publications (20)

1.HoRFFI: High-Openness RF Fingerprint Identification with a Similarity-Enhanced Variational Information Bottleneck2.Lightweight Indoor Trajectory Localization via Multi-step Fusion of Wi-Fi Fingerprinting and PDR3.Motion-State-Aware Adaptive Step-Length Smartphone PDR for GPS-Denied Pedestrian Localization4.Microwave ablation as a minimally invasive treatment for primary hyperparathyroidism: A case report and literature review5.Federated Learning-Based Localization with Heterogeneous Fingerprint Database6.Characterizing and Mitigating the Effects of Device Temperature on RF Fingerprinting Accuracy7.A probilistic markov model-based framework for indoor localization8.RateCount: Learning-Free Device Counting by Wi-Fi Probe Listening9.A Calibrated Multi-Dimensional Evaluation Framework for Diffusion-Based Radio Frequency Signal Generation10.Where You Tap Matters: A Probe-and-Model Benchmark for Open-Set RF Fingerprinting11.PrivAR: Client-Side Privacy Framework for Real-Time Location-Based Augmented Reality12.SNR-ProtoNet: Robust Few-Shot RF Fingerprinting via SNR-Conditioned Prototypical Networks13.SNR-ProtoNet: Robust Few-Shot RF Fingerprinting via SNR-Conditioned Prototypical Networks14.Physics-Informed Structure Anchoring With Capture-Aware Prototype Calibration for Cross-Environment RF Fingerprinting15.Cross-Receiver Open-Set Radio Frequency Fingerprinting via Structure-First Adaptation16.Calibrated Open-Set Prototypes for Cross-Domain Radio-Frequency Emitter Recognition17.Compound Interference Recognition for LR-FHSS Satellite IoT Uplinks via Multi-Domain Instance Fusion18.Graph Neural Networks for RFID-Based Spatial Geometry Inference in Spatial AI Systems19.NLOS/LOS identification with LightGBM ensemble20.CR-AP: A Wi-Fi fingerprint localization method based on capsule networks
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