Report

20195028

November 15, 2021 - November 21, 2021

Papers

Title 01: LSTM Based Solar Irradiance Prediction from Remote Sensing of Meteorological Data.
Target: IEEE Geoscience and Remote Sensing Letters (Accepted)
Title 02:CNN-SSDI: Convolution Neural Network Inspired Surveillance System for UAVs Detection and
Identification
Target: Computer Networks (Accepted)
Title 03: RFDOA-Net: An Efficient ConvNet for RF-based DOA Estimation in UAV Surveillance Systems.
Target: IEEE Transactions on Vehicular Technology (Accepted)
Title 04: Low complexity CNN network for Direction of Arrival Estimation based object localization.
Target: IEEE Wireless Communications Letter (Major Revision).
Title 05: IoMT-Net: Blockchain Integrated Unauthorized UAV Localization Using Lightweight Convolution
Neural Network for Internet of Military Things.
Target: IEEE IoT Journal (Under Review).
Title 06: An Efficient Convolution Neural Networks for RF-Based Drone Detection and Classification.
Target: IEEE Transaction on Vehicular Technology (Processing).
Title 07: Deep Learning-Based Surveillance System for Drones Detection and Activity Recognition.
Target: IEEE Transactions on Vehicular Technology [Processing].
Title 08: CNN-Based Drone Detection in Multi-variant Environment [Title not fixed yet]
Target: IEEE Transactions on Vehicular Technology [Processing].
Title 09:Analysis and Prediction of Hourly Energy Consumption Based on Long Short-Term Memory
Neural Network.
Target: Energy Reports (Processing)

80% Progress
Last Week's Progress

Title 04: status: under review

Title 05: Under Review
Title 06: Ready for submission
Title 07:
- Writing proposed CNN model.
Thesis writing:
- Complete chapter 1,2, 3,and 4.
- Chapter 5 now on processing.

This Week Todo's

Thesis writing:
- will process chapter 5 and 6.
- Check the proof-reading.
- Submit the thesis book to the chair of board.

Project Progress

Anti-drone project

60% Progress
Last Week's Project

- Create 21000 frames and distributed to the team member.
- Labelled 1200 frames.
- Simulate by YOLO V5

This Week's Project

- Collect the frames from the team member.
- Check the data labeling.

Monthly Goals

Complete title 06, 07 and submit to the journal.
-At-least two SCI journal papers.

Annual Goals

-At-least two SCI journal papers.

-At-least two International Conference