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)

Last Week's Progress

Title 2:
Rejected (Resubmission Allowed)

Revise the paper as per review:
- Explained more about the Dataset (Done)
- Revised the architecture figure (Done)
- Explained more about the previous research (Done)
- Defined the input, output, optimization, and loss function (Done)
- Added new reference and explained about the dataset scenario (Done)
- Rework the simulation on dataset 2018 version (working on it)

Title 3:
- Create a draft for the abstract, introduction and the proposed system
- Simulate using datasheet A, and compare the performance with the dataset B

This Week Todo's

Title 2:
Revise the paper as per review:
- Rework and compare the simulation on the other algorithms from the suggested paper
- Understand and cite the suggested paper
- Explain more about the GPU & 5G part in relation to the proposed result
- Use more interesting words to explain about the novelty


Title 3:
- 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 (based on simulation result)
- Finish the 1st version of the draft

Project Progress

Capstone Design Class Project: E-WAMS, Website management

Last Week's Project

E-WAMS (Edge Computing-Based Wild Animals Monitoring System)
- Finish the installation of Jetson Nano
- Successfully connect the LiDAR sensor with Raspberry Pi
- Failed to connect LiDAR with Jetson Nano


Website management
- Explore database
- Add Dr. Thien & Dr. Doan in Postdoctoral Researcher
- Add more publication on the new website

This Week's Project

E-WAMS (Edge Computing-Based Wild Animals Monitoring System)
- Rework on connecting the Jetson Nano with LiDAR
- Connecting Jetson Nano with an LED lamp
- Rework on Android Application part


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)

Annual Goals

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