Papers

Title 01: Smart Factory Floor Safety Monitoring using UWB Sensor.
ICT Express

Title 02: A UWB Sensor Assisted Covid-19 patients Health Status Monitoring using LSTM
ICTC 2021

Title 03: Breathing Rate Monitoring using Ensemble Learning in Smart Factory
KICS Fall Conference 2021

Last Week's Progress

Title 01:
- Applying other related LSTM works to detect normal and abnormal breathing patterns
- Applying public breathing dataset to cross-validate the existing dataset
- Start writing introduction and related works

Title 02:
- Submitted to ICTC 2021

This Week Todo's

Title 01:
- Applying ensemble learning to detect normal and abnormal breathing patterns
- Asking directions and suggestions from Prof. Lee and working based on his guidelines
- Writing related works and system model

Title 02:
- Upload camera-ready paper

Title 03:
- Read papers
- Learning Bayesian optimization and ensemble learning in matlab

Project Progress

Emergency Detection Application for Smart Factory

Last Week's Project

- Labeling dataset into movement and breath
- Applying machine learning algorithms to detect breath signs
- Working on Jetson nano integrated sensor design

This Week's Project

- Applying other machine learning algorithms to detect breath signs
- Collecting another set of breathing and moving samples

Monthly Goals

- Learning Stacking Ensemble and feature selection using Matlab
- Finding the solution of emergency using the thermal array
- Finishing summer intensive paper

Annual Goals

- Attend International and Domestic Conference
- Complete a short Journal