Report

Golamnsl

July 12, 2021 - July 18, 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 4:
* Survey papers related to the use of thermal datasets for drone detection
* Started writing the paper (Introduction part)

Paper 2:
* Continued the paper writing
* Keep working on the simulation

This Week Todo's

Paper2:
* Continue the simulation work for energy efficiency

Paper 4:
* Survey papers for small object detection using thermal datasets
* Keep writing the paper (Introduction part)
* continue the data collection and synthetic data creation task

Project Progress

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

60% Progress
Last Week's Project

Project 1:
* Survey papers regarding BATMAN protocol implementation in FANET


Project 2:
* Labelled dataset for YOLO v5 detection
* Survey papers on real-time drone detection in military operations

This Week's Project

Project 1:
* Continue the survey work for the comparison of BATMAN vs OLSR


Project 2:
* Work on the simulation in YOLO for two types of drone dtection

Monthly Goals

1. Finish writing the paper for the ICTC conference.


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

Annual Goals

* Submit at least two Journal in one year

* Attend one International Conference

* Make sure to learn as many simulation tools as possible