Papers

Ade Pitra Hermawan

Title 1: Toward Deep Learning-based Network Congestion Control for Internet of Things – KICS Summer 2019

Title 2: An Intelligent Modulation Classification for 5G and UAV Communications

Last Week's Progress

Title 1:
- Create the table comparison
- Fine-tune the future works section
- Finalize the paper

Title 2:
- working on simulation (Tensorflow, Matlab, Google Colab (Keras), Kaggle dataset)
- Success build the system with 81% accuracy and 13s training of each epochs

This Week Todo's

Title 1:
- Review and revise the content until final within this week
- Submit the paper


Title 2:
- Maximize the parameters (dropout size, CNN architecture, batch size, etc) to get highest accuracy and shortest computing time
- Write the paper (This week target: 40%)
- Read more references to get idea on how to improve performance

Project Progress

Capstone Design Class Project: MERCI for Wild Animal, Website management

Last Week's Project

MERCI for Wild Animals
- Success to create from language option, login option, wild animal page, find node location
- Success running on device
- Stuck on existing database
- Fine tune UI

Website management
- Create back up menu and sub menu of the website

This Week's Project

- Connect to database
- working on how to send output from Raspberry Pi to Apps
- Finalize the UI

Monthly Goals

- Able to use supporting tools to do simulation (Matlab, NS3, Tensorflow)

Annual Goals

- Paper Accepted in domestic conference
- Paper Accepted in international conference
- Submit at least one journal