Papers

Ade Pitra Hermawan

Title 1: Toward Deep Learning-based Low Latency Communication in Industrial IoT – KICS Summer 2019

Title 2: CNN-based Automatic Modulation Classification for 5G Communications - IEEE Communications Letters

Title 3: Fast and Robust Automatic Modulation Classification using Deep Learning (Not fixed yet)

Title 4: Real-time Channel Prediction using Convolutional Neural Network for Massive MIMO System (Not fixed yet)

Last Week's Progress

Title 2:
- Under review

Title 3:
- Create a draft for abstract
- Simulate using datasheet B

Title 4:
- Read references
- Find a suitable scheme
- Find a possible dataset
- Working on simulation dataset

This Week Todo's

Title 2:
- Under review

Title 3:
- Simulate using datasheet A, and compare the performance with the dataset B
- Change the parameters to find the best result (dropout function, the proportion between data training and testing, the patience of callback function)
- Change the architecture into a proper one
- Make progress of the paperwork (abstract, introduction)


Title 4:
- Read more references
- Working on simulation in Matlab (Load dataset)

Project Progress

Capstone Design Class Project: E-WAMS, Website management

Last Week's Project

E-WAMS (Edge Computing-Based Wild Animals Monitoring System)
- Prepare the W-MERCI for simulation
- Solving an issue regarding device not detected
- find a reference on how to increase the security of the product (CMVP, SSL)


Website management
- Explore database
- Add Dr. Thien & Dr. Doan in Postdoctoral Researcher

This Week's Project

E-WAMS (Edge Computing-Based Wild Animals Monitoring System)
- Get started with Jetson nano board
- Rework on Android Application part
- Find additional actuator for the project

Website management
- Explore each sub-menu of the database
- understanding of how to add new sub-menu (MySQL), find the class CD of each sub-menu.

Monthly Goals

Monthly Goals:
- Able to use supporting tools to do a simulation (Python, Matlab, NS3, Tensorflow)
- Increase simulation skill every month (self-measurement)

Summer Holiday Goals:
- Prepare for the conference paper (Working on it)
- Submitted to the Journal (IEEE Communications Letters) (Done)

Annual Goals

- Paper Accepted in the domestic conference (Done)
- Paper Accepted in the international conference
- Submit at least one journal (Done)