Report

20195028

May 31, 2021 - June 6, 2021

Papers

Title 01:CNN-SSDI: Convolution Neural Network Inspired Surveillance System for UAVs Detection and
Identification
Target: Computer Networks.
Title 02: RFDOA-Net: An Efficient ConvNet for RF-based DOA Estimation in UAV Surveillance Systems.
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 CNN.
Title 07: Low complexity CNN network for Direction of Arrival Estimation based object localization
Target: Information Science Elsevier.
Title 08: LSTM Based Solar Irradiance Prediction from Remote Sensing of Meteorological Data.
Target: IEEE Geoscience and Remote Sensing Letters (in revision)

55% Progress
Last Week's Progress

Title 01:
- Waiting for the reviewer comments.
Title 02:
- Waiting for the reviewer comments.
Title 07:
- changed the stack block the proposed deep neural network.
- According to the changes rewrite the model.

Title 05:
- Learning the image processing for simulation.
Title 08:
-recheck the whole paper.
- Submit the revision copy to the GSRL journal.

This Week Todo's

Title 01:
- Waiting for the reviewer comments.
Title 02:
- Waiting for the reviewer comments.
Title 08:
-Awaiting for the review comments.
Title 07:
- Complete the paper and submit to the correction service.
Title 05:
- Learning the image processing for simulation.
Title 06:
- Focus this paper and make additional changes

Project Progress

Anti-drone project

50% Progress
Last Week's Project

- Create 1200 frames from DJI-FPV drone.
- Distributed to the ALI, AJ, Golam And Rubina
- Labeled 300 frames of DJI-FPV drone.
- Create 1000 frames from other drone for semion and yusuf for capstone design project

This Week's Project

- Create 1200 frames from EFT E410S drone.
- Distribute to the ALI, AJ, Golam And Rubina

Monthly Goals

-Learn MATLAB, Machine learning, and Artificial Intelligence, Python
- Complete title 06, and 07 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