OpenSense for Raspberry Pi 4

Setup

• This repository includes the implementation of OpenSense, the classifier (based on EVM), the sensor shcedulers algorithms for Raspberry Pi.

• Before running this repo, make sure you installed python 3 and the required packages in requirements.txt

• To run OpenSense on RPI, simply run the following command:

  python3 OpenSense_for_RPI.py
  

• To run test the EVM-Based classifier:

  python3 Evaluate_EVM_sDNN.py
  

• To run the sensor scheduling algorithms:

  python3 QL_Sched_update_rpi.py
  

NOTE: Please reference our OpenSense Paper that was published in RTAS22.

@inproceedings{inproceedings,
    author = {Bukhari, Abdulrahman and Hosseinimotlagh, Seyedmehdi and Kim, Hyoseung},
    year = {2022},
    month = {08},
    pages = {61-70},
    title = {An Open-World Time-Series Sensing Framework for Embedded Edge Devices},
    doi = {10.1109/RTCSA55878.2022.00013}
}