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
Title 03: Malicious Activity Classification of IoT Network Traffic Characteristics using Deep Learning
ICT Express
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
Title 01:
- Paper is under the review
- Start writing related works and performance evaluation for the thesis
- Taking guidelines from Prof. Lee and modifying writing and simulations
Title 02:
- Attended KICS conference on 17-19 November
Title 03:
- Start reading LSTM Model-based anomaly detection of IoT network traffic
Emergency Detection Application for Smart Factory
- Analysing other breathing public datasets and comparing the results with the proposed one.
- Applying Bi-LSTM and Bayesian Optimization on the collected UWB samples
- Integrating thermal and UWB sensor in Jetson Nano
- Applying Bayesian Optimization on breathing samples
- Learning Stacking Ensemble and feature selection using Matlab
- Finding the solution of emergency using the UWB sensor data samples
- Finishing thesis paper
- Attend International and Domestic Conference
- Complete a short Journal