Papers

Title 1: Automatic Modulation Recognition using Deep CNN with Multilevel Fusion Mechanism (Pr)
Target: IEEE Transactions on Cognitive Communications and Networking

Title 2: Deep Learning Based percentptual System Using Micro-Doppler Signatures in Autonomous Vehicles (Pr)
Target: KICS winter 2021
Next target: Pattern Recognition Letters (Elsevier)

Title 3: Convolutional Neural Network for Drone Detection and Classification on Edge Devices (Pr)
Target: Signal Processing (Elsevier)

Title 4: Deep Learning-based Modulation Recognition in Intelligent Spectrum Sensing Applications (Pr)
Status: Masters Thesis

Last Week's Progress

Title 4
[1]. Finalized results and discussion chapter.
[2]. Improved the readability of the system model chapter.
[3]. Met Prof. Lee for the discussion on the thesis progress.

This Week Todo's

Title 2:
[1].Dataset enhancement
[2].Improved the architecture prior to finalization


Title 4
[1]. Improve the readability of all chapters of the thesis
[2]. Redraw the figures to improve their quality.
[3]. Finalize the complexity analysis subsection in results and discussion chapter

Project Progress

Anti-Drone

Last Week's Project

This Week's Project

Data pre-processing

Monthly Goals

[1]. Master MATLAB communication, deep learning, Phased Array System, and optimization toolboxes.
[2]. Finish the Thesis writing.

Annual Goals

[1]. To submit at least one paper to the SCI journal.
[2]. Attend international and domestic conferences recommended by NSL.
[3]. Acquiring knowledge and skills on NSL technical tools.
[4]. Defend and submit Masters thesis