Papers

IIot using Machine Learning Technique

Last Week's Progress

[1] Title: LSTM-Based Human Fall Detection using Thermal Array Sensor
- Add upsampling and min-max scaler to the data preprocessing section
- Re-train the model and achieve the result of 99.96% (LSTM), 99,74% (CNN-LSTM), and CNN (98,93%)
- Finished writing the paper and received feedback from Rani, Cosmas, and Gabriel as supervisors
- Submit the paper to KICS Summer 2021

This Week Todo's

[1] Paper survey to get ideas of further study of emergency situations related to IIoT

Project Progress

IoT applications for Smart Home

Last Week's Project

[1] Continue on writing paper for KICS (LSTM-Based Human Fall Detection using Thermal Array Sensor)
[2] Submit KICS paper
[3] Finish writing Research Note

This Week's Project

[1] Generate the dataset if the thermal sensor arrives within this week
[2] learn how to set up the test-bed for data-generating purposes

Monthly Goals

[1] Finish KICS paper

Annual Goals

Submit conference and/or iot journal page