Simulator

Sensor data simulator of a virtual elderly person living alone in a virtual smart home.

Requirements

Python: 3.11

How to use

To use this simulator, follow these steps in your local environment terminal:

1. Clone this repository git clone (this URL).

2. Prepare a virtual environment for Python

   1. Create the virtual environment: python -m venv venv.
   2. Activate the virtual environment: For Windows: .\venv\Scripts\activate, for unix-like systems: source venv/bin/activate.
   3. Install required libraries: pip install -r requirements.txt

3. Run the simulator: python main.py.

See main.ipynb for detail use and tuning.

References

Kai Tanaka, Mineichi Kudo, and Keigo Kimura, “Sensor Data Simulation for Anomaly Detection of the Elderly Living Alone”, arXiv: 2312.16852 [cs.LG](2023).