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)

Last Week's Progress

Title 01:
- Waiting for the reviewer comments.
Title 02:
- Waiting for the reviewer comments.
Title 07:
- Complete the introduction section.
- Revise the signal model.
- Add 12 more references.
Title 05:
- Learning the image processing for simulation.
Title 08:
- Literature survey for the existing model in PVP system
- Simulate the existing model for performance comparison.
-Add flowchart, redraw the system model.
- Complete second comments of the reviewer.

This Week Todo's

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.
- rewrite the simulation result and submit to the NSL.
Title 05:
- Learning the image processing for simulation.
Title 08:
- only the result discussion part is remaining.
Need a little change according to the reviewer comments

Project Progress

Anti-drone project

Last Week's Project

- Collect video data of
- Cloudy and Evening DJI FPV drone
- Sunny DJI- MAVIC- AIR 2
- Supervise Semion for multiple drone classification

This Week's Project

- Process 1200 frames of evening DJI FPV drone
- Multiple drone classification result analysis.

Monthly Goals

-Learn MATLAB, Machine learning, and Artificial Intelligence, Python, LabView
- Complete title 06, 07 and 08 and submit to the journal.
- Title 01, 02 already submitted [complete target]

Annual Goals

-At-least two SCI journal papers.

-At-least two International Conference