Title 01: Malicious Activity Classification using Network Traffic Characteristics in Industrial Internet of Things
IEEE Transactions on Industrial Informatics.
Title 02: Smart Factory Floor Safety Monitoring using UWB Sensor.
IEEE Transactions on Circuits and Systems
Title 01:
- Discuss with professors for further guidelines
- Submitting the Journal
Title 02:
- Trying to Learn LSTM approaches in MATLAB for Winter Intensive
- Read papers for Winter Intensive.
- Paper 1: Fall Detection Using Standoff Radar-Based Sensing and Deep Convolutional Neural Network.
- This paper presents detecting and observing fall detection using Xethru radar sensor and then
applying deep CNN.
Title 01:
- Submitted to IEEE Transactions on Industrial Informatics
Title 02:
- Applied LSTM forecast to UWB dataset to analyze the breathing pattern
- Will apply LSTM classification for detection of emergency
- Read papers for Winter Intensive.
- Paper 1: Fall Detection Using Standoff Radar-Based Sensing and Deep Convolutional Neural Network.
- This paper presents detecting and observing fall detection using Xethru radar sensor and then
applying deep CNN.
Emergency Detection Application for Smart Home
- Try to collect a new dataset using UWB sensor in a different scenario
- Applying classification and deep learning approaches for respiration detection
- Try to collaborate LiDAR, UWB, and G-Link together to get emergency in smart home scenarios
- Started writing note based on IoT project so far
- Applying classification and deep learning approaches for respiration detection
- Try to collect more dataset based on UWB sensor
- Finishing winter intensive paper
- Writing Introduction and related works for winter intensive
- Learning machine learning approach in MATLAB
- Learning basics about the new idea implementation for winter intensive
- Finding the solution of LiDAR, UWB breathing, and G-Link working together.
- Attend International and Domestic Conference
- Complete a short Journal