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
Title 08: LSTM Based Solar Irradiance Prediction from Remote Sensing of Meteorological Data.
Target: IEEE Geoscience and Remote Sensing Letters (in revision)

Last Week's Progress

Title 01:
- Waiting for the reviewer comments.
Title 02:
- Received the reviewer comments.
Title 06:
- 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:
-Submitted the paper to the GRSL journal

This Week Todo's

Title 01:
- Waiting for the reviewer comments.
Title 02:
- Literature survey to comments the reviewer regarding complexity issue.
Title 06:
- The paper is almost done.
-For the revision of three other papers, this paper is being delay.
Title 05:
- Learning the image processing for simulation.
Title 08:
-Waiting for the reviewer comments.

Project Progress

Anti-drone project

Last Week's Project

- Create 2400 frames of DJI FPV drone and MAVIC 2 Enterprise drones.
- Detection of four types of drone using yolo v5. Simulation performed by simeon and Frame processing by me.

This Week's Project

- Distribute 2400 frames to the members.
- Finalize the capstone class report and start to write a journal

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