Kim Hyeong Jin
[1] Design of HVAC System in Vehicle by Analyzing Driver's usage Pattern based on Machine Learning - KICS Summer 2019
[2] Design of Technique on the Monitoring and Reconnaissance Route for UAV Based on AI - KICS Fall 2019
[3] Design and Performance Evaluation of Technique on the Mission Path Planning based on AI - KICS Summer 2020
[4] Design of Flying ad-hoc Network based on DDS(Data Distribution Service) in Battlefield Environment - Summer Intensive
[5] Design of Overload Prediction Technique for AI-Based Combat Systems Cluster - KICS Fall 2020
- Machine Learning-Based Field Data Analysis and Modeling for Drone Communications
- Deep Learning for Super-Resolution Channel Estimation and DOA Estimation Based Massive MIMO System
- Deep Q-Learning-Based Node Positioning for Throughput-Optimal Communications in Dynamic UAV Swarm Network
Survey about FANET and middleware
- Study on Machine Learning using Python
- Study NS-3 Programming
- Survey about network routing algorithm
- Survey about UAV Network field
- Set up DDS environment to implement
Implementation and Evaluation of UAV Routing Protocol for Civil and Military
1. Simulate OLSR Protocol in OPNET
- Complete simulate and result analysis
2. Implementation OLSR Protocol in real-world
- Set up implementation environment
- Using OLSRd and iperf3
1. Simulate OLSR Protocol in OPNET
- Complete simulate and result analysis
- Apply another parameter to simulation
2. Implementation OLSR Protocol in real-world
- Set up implementation environment
- Using OLSRd and iperf3
1. Replace Raspberry-Pi to Jetson Nano to improve performance
- EMW Communication
- Image Detecting
2. Implementation OLSR protocol for UAV based network in real-world environment
3. MakerThon
- Complete application
4. Journal
- Migration Minimization Scheme for Virtualization-based Naval Combat System Cluster
- Submitting at least one journal paper