Report

20195028

February 8, 2021 - February 14, 2021

Papers

Title 01:CNN-SSDI: Convolution Neural Network Inspired Surveillance System for UAVs Detection and
Identification
Target: Computer Networks.
Title 02: RFDOANet: DOA Estimation of RF signal for UAV Localization based on Residual CNN.
Target: IEEE Transactions on Vehicular Technology
Title 03:Analysis and Prediction of Hourly Energy Consumption Based on Long Short-Term Memory
Neural Network.
Target: Energy Reports
Title 04: Deep Learning-Based Surveillance System for Drones Detection and Activity Recognition [Processing]
Target: IEEE Transactions on Vehicular Technology
Title 05: CNN-Based Drone Detection in Multi-variant Environment [Title not fixed yet]
Title 06: Blockchain Assisted Unauthorized Target Localization for Aerospace Surveillance System Using Convolution Neural Network.
Target: ICT Express+ Haedong award and KICS winter conference

45% Progress
Last Week's Progress

Title 01:
- Add dataset description with sample data visualization.
- Describe the implementation detail.
- Submit the paper to the correction service.
Title 02:
- Perform two more simulation with reduced number of learnable parameter.
- Perform the simulation of comparing model
Title 06:
- Revising the paper.

This Week Todo's

Title 01:
- Revise the revision of reviewer 1 and 2 comments.
- Check the grammatical mistake and submit the paper.
- Submit the paper to the computer network.
Title 02:
- Rewrite the proposed system model.
- Draw the model
-Calculate the flop and write the comparison simulation discussion.

Project Progress

Anti-drone project

40% Progress
Last Week's Project

- Due to the winter intensive vacation no updated task of project

This Week's Project

-If the cloudy environment is available then collect the video data from Anafi extended.
- If the sunny data from DJI phantom is distributed then create the GT values.

Monthly Goals

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



- Complete title 06 and 02 and submit to the journal.

Annual Goals

-At-least two SCI journal papers.

-At-least two International Conference