Papers

Title 1: Design and Implementation of Low-Cost Fog Computing Architecture for IoT-Based Applications (Accepted to ICTC 2021)

Title 2: A Lightweight Intelligent-Edge for Sensor-Based Real Time Human Activity Recognition in Factory Space (Processing)
Target: IEEE Sensor

Title 3: Thermal Sensor-Based Human Activity Recognition using Hybrid-LSTM in Edge Computing Environment for Smart Factory Application (KICS Fall Conference 2021) (Processing)

Last Week's Progress

Title 2:
*Continue paper review
*Working on dataset training with common deep learning algorithm
*Brainstorming improved DL algorithm

Title 3:
*Continue paper review
*Continue Writing the paper

This Week Todo's

Title 1:
*Preparing ICTC PPT File
*Attend the 2021 ICTC Conference

Title 2:
*Continue paper review
*Continue Working on dataset training with common deep learning algorithm
*Continue brainstorming improved DL algorithm
*Try to dataset training with a lightweight DL algorithm

Title 3:
*Continue Writing the paper
*Submit final paper to KICS conference

Project Progress

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

Last Week's Project

# Continue learning about deep learning algorithm for human activity recognition (RNN, CNN)
# Training dataset
# Continue make a python program for sensor data visualization purpose and solve the problems
# Dataset collection with members for falling and anomaly activities scenario

This Week's Project

# Continue learning about deep learning algorithm for human activity recognition (RNN, CNN)
# Learning about lightweight CNN
# Training dataset
# Continue make a python program for sensor data visualization purpose and solve the problems
# Dataset collection with members for falling and anomaly activities scenario

Monthly Goals

1. Attend ICTC conference

2. Submit KCIS Fall 2021

2. Survey papers related to lightweight DL algorithm for edge computing environment as my research topic

3. Implement a deep learning algorithm for human activity recognition in IoT project

Annual Goals

1. Submit at least two SCI journals

2. Attend one international and one domestic conference
{2021 ICTC} (Done)