Papers

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 - Winter Intensive



- 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

Last Week's Progress

- Study on Machine Learning using Python

- Study on pattern analysis simulation using matlab

- Set up NS-3 environment

This Week Todo's

- Set up Raspberry Pi and Establishment of test environment

- Study on Machine Learning using Python

- Study NS-3 Programming

Project Progress

UAV

Last Week's Project

- Raspberry Pi video streaming

- Using EMW for Communication

This Week's Project

- Searching for security modules to be installed

- Writing technical report

Monthly Goals

- Complete project

- Survey at least 3 paper per week

Annual Goals

- Submitting at least one international journal paper