Report

20195028

February 1, 2021 - February 7, 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:
- Reorganize section 2.
- Add detail description of figure 4.
- Add more citation.
- Add dataset description.
- Simulation of learning Rate.
Title 02:
- Design new CNN model and perform training and testing.
Title 06:
- Revising the paper.

This Week Todo's

Title 01:
- Add more simulation in different drop out value.
- Complete the revision and send the paper for correction service.

Title 02:
- Compare the proposed model with the existing model.
- write the proposed CNN model section.

Project Progress

Anti-drone project, Hierarchical Visual Deep Framework for High-Risk Physical Behavior Attention

40% Progress
Last Week's Project

- Due to the environment the video data can not be collected

This Week's Project

-- Process 300 GT from DJI phantom sunny.

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