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: ICOIN 2021
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

Last Week's Progress

Title 01:
-The paper now under review.
Title 02:
- Perform one simulation that took busy my system for four days.
- Perform the FLOP calculation for the network
Title 03:
-Done with the presentation file.
Upload the video and PPT file to the ICOIN website.
Title 04:
- Preprocess the dataset and training the network but having some error.
Title 06:
- Write the signal model section.

This Week Todo's

Title 01:
-Waiting for the review comments.
Title 02:
- Modify the section as our finding from the reviewers.
Title 03:
-Present my paper in ICOIN conference.
Title 04: Deep Learning-Based Surveillance System for Drones Detection and Activity Recognition [Processing]
- Fix the error and training the network.
Title 06:
- Write the proposed CNN model section and result discussion section.

Project Progress

Anti-drone project

Last Week's Project

-Study about the training procedure of image dataset.

-Tring to simulate and validate the collected dataset.

This Week's Project

- Collect the video in sunny and cloudy environment for anafi extended drone.
- training the network with the labeled data.
- Collect RF data.

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 papers.

-At-least two International Conference