Report

Golamnsl

July 19, 2021 - July 25, 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)

65% Progress
Last Week's Progress

Paper2:
* Worked on the simulation task of energy-efficient drone deployment

Paper 4:
* Surveyed papers regarding the thermal dataset of small drones
* Continued the paper writing (Introduction part)
* Collected several thermal datasets for small drones (Still not enough)

This Week Todo's

Paper 2:
* Finish the simulation work and paper writing (Performance Evaluation)
* Complete the paper and cross-check again for submission

Paper 4:
* Collect more datasets from another open-source dataset
* Keep working on the paper writing
* Start working on the YOLO v5 for drone detection

Project Progress

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

60% Progress
Last Week's Project

Project 1:
* Surveyed papers for the comparison of BATMAN vs OLSR protocol in FANET


Project 2:
* Worked on the simulation using YOLO v5 for drone detection

This Week's Project

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


Project 2:
* Continue the simulation of drone detection 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