Autonomous Human-Things Interactions
This project is to develop an autonomous interaction system between things and human, internet of Things and Human (IoTH), based on human implicit and explicit intentions, and implement the interaction systems compatible with an international standard of IoT platform.
| Git Hub Project Link |
| LogChain Intention Recognition Technology |
| Explicit Intention Recognition by Using Wrist-type Wearable Device |
| Deep Reinforcement Learning algorithm for Pattern Recognition |
Autonomous Human-Things Interactions
Introduction
- This project is to develop an autonomous interaction system between things and human, internet of Things and Human (IoTH), based on human implicit and explicit intentions, and implement the interaction systems compatible with an international standard of IoT platform.
System structure
- Development of Human Implicit/Explicit intention recognition technology
- Implicit Intention Recognition(Motor prediction and imagery), Emotional State Recognition(stress)
- Explicit Intention Recognition from wrist and arm movements
- Autonomous interaction system based on human implicit/explicit intentions
- Reinforcement learning based on human implicit/explicit intentions
- Autonomous interaction based on user profiles
- IoT service verification based on autonomous human-things interaction
- IoT service model with an autonomous human-things interaction
- Verification of interoperability and compatibility with an IoT standard platform
