Papers

Title 01: Smart Factory Floor Safety Monitoring using UWB Sensor.
Journal of Manufacturing System

Title 02: Breathing Rate Monitoring using Ensemble Learning in Smart Factory
KICS Fall Conference 2021

Last Week's Progress

Title 01:
- Paper is under the review
- Suggestions from Prof. Lee and writes the thesis

Title 02:
- Paper is submitted

This Week Todo's

Title 01:
- Paper is under the review
- Start writing an introduction for the thesis based on these ideas
- Suggestions from Prof. Lee and attending a weekly meeting

Title 02:
- Paper is submitted

Project Progress

Emergency Detection Application for Smart Factory

Last Week's Project

- Preprocessing moving and breathing samples based on smart factory scenarios
- Applying Deep Learning to classify movement and breathing rate
- Analysing BIDMC public respiration dataset and comparing results with proposed scenarios

This Week's Project

- Applying ensemble Learning using Bayesian optimization to classify movement and breathing rate
- Analysing other LSTM works and comparing results using the proposed UWB dataset.

Monthly Goals

- Learning Stacking Ensemble and feature selection using Matlab
- Finding the solution of emergency using the UWB sensor data samples
- Finishing thesis paper

Annual Goals

- Attend International and Domestic Conference
- Complete a short Journal