Report

20195028

November 16, 2020 - November 22, 2020

Papers

Title 01:CNN-SSDI: Convolution Neural Network Inspired Surveillance System for UAVs Detection and
Identification
Target : IET Communication journal.

Title 02: RFDOANet: DOA Estimation of RF signal for UAV Localization based on Residual CNN.
Target : IEEE Transactions on Vehicular Technology

Title 03: Residual Convolution Neural Network for Drone Detection and activity recognition using RF Signal.
Target : IEEE Transactions on Vehicular Technology

Title 04: RF-Based UAV Surveillance System: A sequential Convolution Neural Network.

Title 05:Analysis and Prediction of Hourly Energy Consumption Based on Long Short-Term Memory
Neural Network

40% Progress
Last Week's Progress

Title 05:
- Perform the simulaion work.
- Write the introduction, abstract, Proposed model, result discussion and reference section.
Title 02:
- waiting for the review from IEEE Transactions on Vehicular Technology.

Title 03:
- Study to design a Deep learning model.
- analyzing the RF signal

This Week Todo's

Title 05:
-Revise the whole paper and submit to ICOIN 2021

Title 02:
- waiting for the review from IEEE Transactions on Vehicular Technology.

Title 03:
- Study to design a Deep learning model.
- analyzing the RF signal

Title 01:
- Revise the whole paper and submit to IET communication Journal

Project Progress

Anti-drone project, smart-home project

40% Progress
Last Week's Project

Create ground truth values for 70 frames.

- Me and Aj create a video and PPT for project competition, suggest by prof Lee.

- Study about the deep learning technique as required.

This Week's Project

-Create a video from new drone.

- Create more 130 frames of DJI phantom drone.

- participate the project leader meeting.

Monthly Goals

Learn MATLAB, Machine learning and Artificial Intelligence, Python, LabView



- Complete one paper writing to submit in journal

Annual Goals

-At-least two SCI journal paper.

-At-least two International Conference