Papers

Ahmad Zainudin

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 7: Robust Federated Learning based DDoS Detection and Classification in Industrial IoT Networks
Target: IEEE Internet of Things Journal

Last Week's Progress

Title 2:
*Training model for multiple input scenario
*Continue paper writing

Title 5:
*Waiting review comments from committee

Title 7:
*Brainstorming about system model

This Week Todo's

Title 2:
*Training model for multiple input scenario
*Implement a federated learning scenario for system model
*Continue paper writing

Title 5:
*Response review comments from committee
*Finishing paper writing based on review comments
*Preparing PPT for winter intensive workshop

Title 7:
*Brainstorming about system model
*Read some related works

Project Progress

Human Activity Recognition using Integrated Thermal Array, UWB, Vibration sensor for Smart Home Application

Last Week's Project

# 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 with project member
# Write research note for reporting
# Project meeting

This Week's Project

# Continue paper writing with project members
# Continue training using federated 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 and update vibration sensor’s firmware to get more accurate/more sensitive dataset
# Starting to make a technical report and manual book with project member
# Write research note for reporting

Monthly Goals

1. Finishing and submit for winter intensive paper
2. Finishing paper project

Annual Goals

1. Submit at least two SCI or SCIE journals

2. Attend one international conference

Attend one domestic conference
{2022 KICS Winter Conference} (Accepted)