Report

20195028

March 8, 2021 - March 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

45% Progress
Last Week's Progress

Title 01:
- waiting for the revision decision.

Title 02:
- Survey on model driven approach, and data-driven approaches. Create one comparison table based on reviewer 3.
- complete the modification of proposed CNN model.
- Create the model comparison graph.
- Complexity analysis.

This Week Todo's

Title 01:
- waiting for the revision decision.
Title 02:
- Revise the proposed CNN model.
- Create the table of the simulation result.
- Revise the sumulation and result discussion section.
-Add more reference.

Project Progress

Anti-drone project

45% Progress
Last Week's Project

- Done with the 300 GT value from DJI sunny.
- Create 1200 frame from the video data of anafi extended in cloudy environment, and distribute to the team members.

This Week's Project

- Create 300 GT values from Anafi drone.

Monthly Goals

-Learn MATLAB, Machine learning, and Artificial Intelligence, Python, LabView
- Complete title 06, and 02 and submit to the journal.
- Title 01 already submitted [complete target]

Annual Goals

-At-least two SCI journal papers.

-At-least two International Conference