Master degree

  1. Human tracking by drone using deep reinforcement learning

    1. Purpose: A Study on the tracking utilization of visual based Unmanned Scouting System.
    2. Date: Feb. 2017 ~ Dec. 2017
    3. Related skills: C/C++, deep learning, reinforcement learning, etc.
    4. Responsibilities
      1. Set a simulation environment for the DJI M100 / M600.
      2. Implementation the person detection using Web cam and SSD algorithm.
      3. Implementation DJI M100 / M600 control using Jetson TX2 board.

  2. The analysis of communication technology and security requirements for next generation mobile devices

    1. Purpose: A study 3GPP NB-LTE-based next-generation IoT communication technology and security requirements
    2. Date: Sep. 2016 ~ Sep. 2017
    3. Related skills: C/C++, digital communication, 3GPP release 14 spec, etc.
    4. Responsibilities
      1. Implementation of encoding / decoding block Simulator based on 3GPP release 14 NB-LTE PHY Channel.
      2. Implementation of mobile communication L3 simulator based on 3GPP release 14.
      3. Implementation of HMAC / MILENAGE / AKA / AES for security algorithms for mobile communication based on 3GPP release 14.
      4. The research on 3GPP IoT device authentication scheme without SIM / USIM using PUF Concept.

  3. A Study of detection of bio signals using SDR technology

    1. Purpose: A study on the possibility of real life by detecting bio signals based on wireless signal
    2. Date: Feb. 2016 ~ Sep. 2016
    3. Related skills: C/C++, GNU Radio, USRP, etc.
    4. Responsibilities
      1. Implementation and verification of Wi-Fi transceiver using GNU Radio and USRP.
      2. Implementation of GNU Radio function block for Doppler transition component detection.
      3. The Analysis of signal characteristics and processing in the commercial Wi-Fi Environments.
      4. A study on Doppler transition component detection from received Wi-Fi Signals.
  1. Papers and Patent