Report

20195028

July 27, 2021 - August 2, 2021

Papers

Title 01:CNN-SSDI: Convolution Neural Network Inspired Surveillance System for UAVs Detection and
Identification
Target: Computer Networks (Minor Revision)
Title 02: RFDOA-Net: An Efficient ConvNet for RF-based DOA Estimation in UAV Surveillance Systems.
Target: IEEE Transactions on Vehicular Technology (Major Revision)
Title 03:Analysis and Prediction of Hourly Energy Consumption Based on Long Short-Term Memory
Neural Network.
Target: Energy Reports (Processing)
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 CNN.
Target: ICT Express. (Submitted)
Title 07: Low complexity CNN network for Direction of Arrival Estimation based object localization.
Title 08: LSTM Based Solar Irradiance Prediction from Remote Sensing of Meteorological Data.
Target: IEEE Geoscience and Remote Sensing Letters (in revision)
Title 09: An Efficient Convolution Neural Networks for RF-Based Drone Detection and Classification.
Target: IEEE IoT Journal

60% Progress
Last Week's Progress

Title 01:
- Waiting for the reviewer comments.
Title 02:
-Complete reviewer comments.
Title 08:
-Waiting for the reviewer comments.
Title 06:
- Submit to ICT Express with edior.
Title 05:
- Continue to learn the image processing for simulation.
- Continue simulation for drone detection technique using yolo5 and customized model.
Title 08:
- Complete data preprocessing.
- Develop CNN algorithm

This Week Todo's

Title 01:
- Waiting for the reviewer comments.
Title 02:
-Submit the revision copy.
Title 08:
-Waiting for the reviewer comments.
Title 06:
- Submit to ICT Express with edior.
Title 05:
- Continue to learn the image processing for simulation.
- Continue simulation for drone detection technique using yolo5 and customized model.
Title 08:
- Perform simulation work withy the preprocessed dataset.

Project Progress

Anti-drone project

55% Progress
Last Week's Project

-RF-data pre-processing complete.
- Evaluation of different version of YOLO with our own dataset

This Week's Project

- Start the evaluation of pre-processed dataset.

Monthly Goals

-Complete title 02, 09 and submit to the journal.
- Title 01, 02, and 08 already submitted [complete target]

Annual Goals

-At-least two SCI journal papers.

-At-least two International Conference