Report

Golamnsl

July 28, 2021 - August 3, 2021

Papers

Paper 1: LSTM Based Solar Irradiance Prediction From Remote Sensing of Meteorological Data, (Target: IEEE Geoscience and Remote Sensing Letters [Resubmitted])

Paper 2: Energy-Efficient Drone Base Station Deployment Using Deep Learning Technique in Search and Rescue Mission. (ICTC Conference 2021)

Paper 3: Secure Renewable Energy Trading for Internet of Drone Things in Search and Rescue System Empowered by Blockchain Technique. (Target: Energy for Sustainable Development, Elsevier )

Paper 4: Real-Time Drone Detection Scheme Using Deep Learning from Thermal Sensors Data to Prevent the Threat of UAV to Nuclear Facilities. (Target: IEEE Wireless Communication Letters)

60% Progress
Last Week's Progress

Paper 2:
* Finished the simulation work


Paper 4:
* Collected more datasets from the different open-source dataset
* Continued the paper writing
* Started working on the YOLO v5 for drone detection

This Week Todo's

Paper 2:
* Finish the paper writing and submit the paper.


Paper 4:
* Continue the drone detection in YOLO v5
* keep working on paper writing
* Start working on the dataset preprocessing

Project Progress

Development of UAV routing protocol for civil and military, Anti-Drone project

60% Progress
Last Week's Project

Project 1:
* Worked with Tuli regarding the BATMAN protocol implementation


Project 2:
* Continued the simulation of drone detection in YOLO v5

This Week's Project

Project 1:
* Survey paper to implement CNN in FANET network



Project 2:
* Keep working on the drone detection with more different drones in YOLO v5

Monthly Goals

1. Finish writing the paper for the ICTC conference.


2. Complete the survey and data pre-processing for Summer Intensive paper.



3. Start working on the simulation.

Annual Goals

* Submit at least two Journal in one year

* Attend one International Conference

* Make sure to learn as many simulation tools as possible