Report

20216099

October 5, 2021 - October 11, 2021

Papers

Title 1: Compressed Neural Network for Thermal Array-Based Fall Detection System on Embedded AI (accepted to ICTC 2021)

Title 2: Real-Time Fall Detection System using Embedded Machine Learning (tentative, in progress)

Title 3: Lightweight RNN for Thermal Array-Based Human Activity Recognition in Smart Building (KICS Fall, in progress)

33% Progress
Last Week's Progress

Title 2:
[1] Continue paper writing progress

Title 3:
[1] Collecting dataset of human activity recognition using melexis thermal array sensor for height 2.4 m
[2] Continue dataset labelling for dataset of 4.5 m

This Week Todo's

Title 1:
[1] Continue paper writing progress

Title 2:
[2] Continue thermal array-based HAR dataset labelling for 2.4m and 4.5 m

Project Progress

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

20% Progress
Last Week's Project

[1] Collecting dataset of human activity recognition using melexis thermal array sensor for height 2.4 m
[2] Continue dataset labelling for dataset of 4.5 m
[3] Finished python mscl code for g-link vibration sensor

This Week's Project

[1] Continue thermal array-based HAR dataset labelling for 2.4m and 4.5 m
[2] test python mscl code for g-link vibration sensor on windows environment. If succeed, proceed to jetson nano environment

Monthly Goals

finish summer intensive journal, attend ICTC, finished KICS fall paper

Annual Goals

Submit conference and/or iot journal page