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.
Target: ICT Express.
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:
- Literature survey to comments the reviewer regarding complexity issue.
- Performed two simulation work for the plain CNN model and residual network.
Title 08:
-Waiting for the reviewer comments.
Title 06:
- Paper in progress
Title 05:
- Learning the image processing for simulation.
- Learning drone detection technique using yolo5 and customized model.

This Week Todo's

Title 01:
- Waiting for the reviewer comments.
Title 02:
-Measure the complexity of two different network.
- Justify the computation complexity theoretically.
Title 08:
-Waiting for the reviewer comments.
Title 06:
- Submit to the correction service
Title 05:
- Continue to learn the image processing for simulation.
- Continue simulation for drone detection technique using yolo5 and customized model.

Project Progress

Anti-drone project

Last Week's Project

- Continue the preprocessing the RF signal.
- continue simulation of SSD.

This Week's Project

- Collect video data in sunny and evening.
- Continue preprocessing the RF signal.
- Continue simulation of SSD and faster R-CNN.

Monthly Goals

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