Title 2: An Intelligent Edge for Real-Time Sensor-Based Human Activity and Breathing Monitoring During Quarantine) (Processing)
(IoT Project)
Title 4: Low-Complexity CNN-based Activity Recognition using Infrared Thermal Sensor in Edge Computing Environment(Processing)
(IoT Project)
Title 5: Efficient DDoS Detection and Classification in Software-Defined Industrial Network using Deep Learning Approach (Processing) – Winter Intensive
Target: IEEE Transaction on Industrial Informatics
Title 6: A Lightweight Deep Learning-based Anomaly Detection and Classification in Software-Defined Industrial Network (Accepted) – KICS Winter
Title 2:
*Continue training dataset with a improved deep learning, and try some model for comparison
*Continue paper writing
Titel 4:
*Extended the deep learning model to achieve a low-complexity
Title 5:
*Continue training dataset with lightweight model
*Continue read some related works, for brainstorming lightweight model
*Continue paper writing
Title 2:
*Training model for multiple input scenario
*Continue paper writing
Title 4:
*Extended the deep learning model to achieve a low-complexity
*Training dataset using improved model
*Paper writing for extended version
Title 5:
*Finishing paper writing
Human Activity Recognition using Integrated Thermal Array, UWB, Vibration sensor for Smart Home Application
# Continue paper writing with project members
# Continue training using improved deep learning for thermal-uwb integration dataset
# Labeling thermal-UWB-vibration sensors integration dataset
# Continue paper writing with project members
# Continue training using improved deep learning for thermal-uwb integration dataset
# Continue labeling thermal-UWB-vibration sensors integration dataset
# Discuss with company guys regarding embedding the model on the company’s prototype for finishing the project
# Starting to make a technical report and manual book
1. Finishing and submit for winter intensive paper
2. Finishing paper project
1. Submit at least two SCI or SCIE journals
2. Attend one international conference
3. Attend one domestic conference
{2022 KICS Winter Conference} (Accepted)