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:
- Submitted to IEEE Communications Letters

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
- Change the architecture
- 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)
- Survey on how to generate datasheet using GAN algorithm
- Proposed solution on how to get new datasheet

Website management
- Explore database

This Week's Project

E-WAMS (Edge Computing-Based Wild Animals Monitoring System)
- Generate dataset using GAN
- Prepare the W-MERCI for simulation
- Install dual boot ubuntu on PC
- Run Coral Dev Board

Website management
- Explore each sub-menu of the database

Monthly Goals

Monthly Goals:
- Able to use supporting tools to do a simulation (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)