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-Enabled Automatic Modulation Recognition in Intelligent Radio Spectrum Sensing (Pr)
Target: Masters Thesis

Last Week's Progress

Title 1
[1]. Improved the architecture.
[2]. Performed some experiments.


Title 2
[2]. Improved the readability of the paper.

Title 3:
[1]. Read the literatures on how the dataset is manipulated by adding synthetic impairments.

Title 4:
[1].Completed Preparation of Response latter to reviewers' comments.
[2].Submitted the thesis to the library dcollection.

This Week Todo's

Title 1
[1]. Investigate the room for further improvement


Title 2
[1]. Perform more experiments for more results.
[2]. Continue working on the readability.


Title 3:
[1]. Continue with literatures and regenerate the dataset by adding impairments.

Title 4:
[1].Waiting the response from Library thesis administrator.

Project Progress

Anti-Drone

Last Week's Project

[1]. Dataset pre-processing and regeneration

This Week's Project

[1]. Dataset pre-processing and regeneration

Monthly Goals

[1]. Master MATLAB communication, deep learning, Phased Array System, and optimization toolboxes.
[2]. Finalize results for Title 1 & complete title 2.
[3]. Submit the Thesis report.

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