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
- 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

This Week Todo's

Title 01:
- Paper is under the review
- Start writing background and related works for the thesis
- Taking suggestions from Prof. Lee and modifying writing and simulations

Title 02:
- Making presentation files
- Attending the conference on 17th November

Project Progress

Emergency Detection Application for Smart Factory

Last 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.

This Week's Project

- Analysing other breathing public datasets and comparing the results with the proposed one.
- Applying Bi-LSTM and Bayesian Optimization on the collected UWB samples

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