Awesome wireless sensing

Motivation

Record some open-source research on wireless sensing for the convenience of wireless sensing research.

Note: ⭐ means the dataset/code are evaluated by myself and recommended to be used.

Table of content

• Awesome wireless sensing
  • Motivation
  • Table of content
  • Publicly available datasets
    • WiFi
    • UWB Radar
    • mmWave Radar
  • Publicly available codes
    • Human Activity Recognition
    • Pose recognition

Publicly available datasets

WiFi

• SenseFi: A Benchmark for WiFi CSI Sensing (WiFi) - Patterns 2023 [Dataset] ⭐
• Widar3.0: Zero-Effort Cross-Domain Gesture Recognition With Wi-Fi [Paper] [Dataset] ⭐

UWB Radar

• Advancing IR-UWB Radar Human Activity Recognition With Swin Transformers and Supervised Contrastive Learning - 2023 [Dataset]
• Driving Activity Recognition Using UWB Radar and Deep Neural Networks - Sensors 2022 [Paper] [Dataset]
• Research on Fall Detection Based on Deep Learning Fusing Ultrawideband Radar Spectrograms - Journal of Radars 2022 [Dataset]
• Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes - 2022 [Dataset]

mmWave Radar

• A Dataset for Multi-intensity Continuous Human Activity Recognition through Passive Sensingt - arXiv 2024 [Paper] [Dataset]
• MM-Fi Dataset (WiFi, mmWave, RGB) - NIPS 2023 [Paper] [Dataset]
• MiMiliPoint: A Point Cloud Dataset for mmWave RadarLIPoint - Advances in Neural Information Processing Systems 2023 [Paper] [Dataset]

Publicly available codes

Human Activity Recognition

• CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network - IoT 2025 [Paper] [Code]
• WiSDA: Subdomain Adaptation Human Activity Recognition Method Using Wi-Fi Signals - TMC 2024 [Paper] [Code]
• SenseFi: A Benchmark for WiFi CSI Sensing - Patterns 2023 [Paper] [Code]
• WiGRUNT: WiFi-Enabled Gesture Recognition Using Dual-Attention Network - IEEE Transactions on Human-Machine Systems 2022 [Paper] [Code] ⭐
• Enhanced Wi-Fi Sensing: Leveraging Phase and Amplitude of CSI for Superior Accuracy - Preprints 2024 [Paper] [Code]
• Prob-Sparse Attention with Stacked Group Convolution for Wireless Signal-based Human Activity Recognition - International Conference on Wireless Communications and Signal Processing 2024 [Paper][Code]

Pose recognition

• WixUp: A Generic Data Augmentation Framework for Wireless Human Tracking -Sensys 2025 [Paper] [Code]
• MetaFi++: WiFi-Enabled Transformer-Based Human Pose Estimation for Metaverse Avatar Simulation - IoT 2023 [Paper] [Code]

Self-supervised Learning

• Context-Aware Predictive Coding: A Representation Learning Framework for WiFi Sensing - IEEE Open Journal of the Communications Society 2024 [[Paper]https://ieeexplore.ieee.org/abstract/document/10684811] [[Code][https://github.com/bornabr/CAPC] ]