Report

20195028

October 18, 2021 - October 24, 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)

60% Progress
Last Week's Progress

Title 04:Complete Reviewer comments.
- Performed CRLB simulation.
- measure computational complexity of MUSIC algorithm.
Title 05: Under Review
Title 06: Processing
- Draw the simulation Graph.
- Complete the proposed model section.

Title 07:
- Create proposed CNN model.
- Simulate the model with various hyper-parameter configuration.

Thesis writing:
- Continue thesis writing.

This Week Todo's

Title 04: Revise the revision letter.
- Submit the revised manuscript to the WCL journal

Title 05: Under Review
Title 06: Processing
- Some more simulation work required. Try to complete it.
- try best to complete the paper.

Title 07:
- Continue the simulation work.

Title 07:
- Continue thesis writing.

Project Progress

Anti-drone project

60% Progress
Last Week's Project

- Writing paper on RF-based drone detection.
- study RF-based multi-tasking network
- Pre-processing eight type of image dataset.

This Week's Project

- Continue Writing paper on RF-based drone detection.
- Continue RF-based multi-tasking simulation.
- Pre-processing eight type of image dataset.

Monthly Goals

-Complete title 06, 07 and submit to the journal.

Annual Goals

-At-least two SCI journal papers.

-At-least two International Conference