Title 1: Design and Implementation of Low-Cost Fog Computing Architecture for IoT-Based Applications (Accepted to ICTC 2021)
Title 2: Offloading Task Scheduling with Resources Optimization in Edge Computing Networks for Industrial Applications (Tentative)
Target: IEEE Transactions on Industrial Informatics
Title 3: Thermal Sensor-Based Human Activity Recognition using LSTM in Edge Computing Environment for Smart Factory Application (KICS Fall Conference 2021) (Processing)
Title 1:
*Accepted
Title 2:
*Survey more papers related with this topic
*Discuss with Mentor about edge computing and Mentor suggest some paper for learning
Title 1:
*Preparing camera ready version
Title 2:
*Paper review
(i) Learning IoT in Edge: Deep Learning for the Internet of Things with Edge Computing
(ii) Edge Computing in Industrial Internet of Things: Architecture, Advances and Challenges
(iii) Toward Computation Offloading in Edge Computing: A Survey
Title 3:
*Paper review:
(i) Adaptive Thermal Sensor Array Placement for Human Segmentation and Occupancy Estimation
(ii) Device-Free Human Activity Recognition with Low-Resolution Infrared Array Sensor Using Long-Term Memory Neural Network
*Start write the paper on system design section
IoT Project - Human Activity Recognition using Integrated Thermal Array, UWB, Vibration sensor for Smart Factory Application
# Connect Melexis thermal sensor on jetson nano
# Make a python program for collect Melexis sensor data purpose
# Dataset collecting in 1st floor new building for smart factory scenario with team
# Dataset labeling
# Learn about deep learning algorithm for human activity recognition
1. Complete the final copy of the ICTC paper
2. Survey papers related to Edge computing as my tentative research topic
3. Implement a deep learning algorithm for human activity recognition in IoT project
1. Submit at least two SCI journals
2. Attend one international and one domestic conference
{2021 ICTC}(v)