Report

Zaiahmad

February 28, 2022 - March 6, 2022

Papers

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

65% Progress
Last Week's Progress

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

This Week Todo's

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

Project Progress

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

65% Progress
Last Week's Project

# Continue paper writing with project members
# Continue training using improved deep learning for thermal-uwb integration dataset
# Labeling thermal-UWB-vibration sensors integration dataset

This 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

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

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