anbo1024 / Human-behavior-recognition-system-based-on-WIFI-signal
A human behavior recognition system based on WIFI signal is proposed, which realizes on-line recognition of human basic behavior through WIFI signal.一种基于WIFI信号的人体行为识别系统,通过WIFI信号实现对人体基本行为的在线识别。
☆9Updated 4 years ago
Related projects: ⓘ
- This project involved recognizing activities like falling, running, sitting, walking using Wi-Fi based CSI data in lieu of traditional me…☆14Updated 7 years ago
- We use CLDNN to do activity recognition using csi from wifi signals☆10Updated 6 years ago
- ☆24Updated 7 years ago
- pytorch code of CSI-Net, including data and pre-trained models☆102Updated 5 years ago
- Code for AAAI paper "Two-Stream Convolution Augmented Transformer for Human Activity Recognition"☆99Updated 3 years ago
- fall detection based on channel state information☆20Updated 5 years ago
- LSTM-CNN model for Human Activity Recognition☆23Updated 6 years ago
- code of Temporal Unet☆28Updated 5 years ago
- Human Activity Recognition using Channel State Information☆101Updated 4 years ago
- ☆41Updated 6 years ago
- WiFi-based activity recognition dataset☆140Updated 4 years ago
- Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)☆248Updated last year
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆65Updated 5 years ago
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆46Updated 3 years ago
- WiFi感知相关的数据处理代码☆20Updated 4 years ago
- using deep learning algorithm to analyze WIFI-CSI data☆27Updated 6 years ago
- sourcecode for IMWUT 2017 paper "Ensembles of Deep LSTM Learners for Activity Recognition using Wearables" (Guan, Ploetz)☆18Updated 5 years ago
- Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.☆17Updated last year
- Sign Language Recognition using WiFi and Convolutional Neural Networks☆65Updated last year
- Human Activities and Postural Transitions’ Recognition using Smartphone Data☆14Updated 6 years ago
- An Indoor Fingerprinting Localization Algorithm which uses CSI from wifi☆95Updated 9 years ago
- LiteHAR: LIGHTWEIGHT HUMAN ACTIVITY RECOGNITION FROM WIFI SIGNALS WITH RANDOM CONVOLUTION KERNELS☆10Updated 2 years ago
- tahmidzbr / Human-Activities-Gestures-Recognition-using-Channel-State-Information-CSI-of-IEEE-802.11nThis is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices☆48Updated 3 years ago
- WiFi-based gesture recognition using Adversarial Discriminative Domain Adaptation.☆13Updated 2 years ago
- test example of paper, Can WiFi Estimate Person Pose?☆124Updated 4 years ago
- Mean Teacher-based Cross-Domain Activity Recognition using WiFi Signals, IoTJ 2023☆13Updated last year
- Use a LSTM network to predict human activities from sensor signals collected from a smartphone☆47Updated 2 years ago
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆57Updated 3 years ago
- Code of paper, Person-in-WiFi: Fine-grained Person Perception using WiFi☆145Updated 4 years ago
- AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors☆27Updated 6 years ago