Papers

Title 2: A Lightweight Intelligent-Edge for Sensor-Based Human Activity Monitoring During Quarantine (Processing)
Target: IEEE Sensor Special Issue

Title 4: An Efficient Stacked Convolutional Neural Network with Hyper-Tuned Algorithm for Activity Recognition using Infrared Thermal Sensor (Processing)

Title 5: CNN-CSNet: An Improved CNN with Channel Selection for Thermal Sensor-based Emergency Care System in Edge Computing Environment – Winter Intensive

Last Week's Progress

Title 2:
*Learn about edge computing framework and how to embed a DL algorithm in the end device
*Brainstorming ideas regarding implement a real time system in human activity case

Title 4:
*Working on paper revision
*Training dataset with an improved model

This Week Todo's

Title:
*Brainstorming ideas regarding implement a real time system in human activity case
*Conduct dataset collection

Title 4:
*Continue for working on paper revision
*Continue training dataset with an improved model
*Dataset labelling for additional dataset

Title 5:
* Brainstorming an efficient edge computing framework for activity detection and emergency care system
* Brainstorming a latency-aware diagram system for emergency care scenario

Project Progress

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

Last Week's Project

# Continue write a paper with members for project output
# Working on dataset labeling
# Brainstorming regarding sensor integration and dataset collection
# Plan to collect dataset for UWB sensor
# Prepare the capstone final report with members

This Week's Project

# Continue write a paper with members for project output
# Continue working on dataset labeling for additional dataset for activity detection and emergency care scenario
# Dataset collection for integrated thermal-UWB sensor dataset
# Continue preparing for capstone final report with members

Monthly Goals

1. Finish the final capstone design report
2. Preparing for international conference paper
3. Survey papers related to lightweight DL algorithm for edge computing environment as my research topic
4. Preparing for winter intensive

Annual Goals

1. Submit at least two SCI journals

2. Attend one international
{2021 ICTC} (Done)
5. Attend one domestic conference
{2021 KICS Fall Conference} (Done)