Report

Golamnsl

September 6, 2021 - September 12, 2021

Papers

Paper 1: A Long-Short Term Memory Based Solar IrradiancePrediction Scheme Using Meteorological Data, (Accepted: IEEE Geoscience and Remote Sensing Letters).

Paper 2: Energy Efficient Drone Deployment with OptimizedPath-planning in Post-Disaster Environment' (ICTC Conference 2021 [Submitted]).

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).

75% Progress
Last Week's Progress

Paper 2:
* Surveyed papers for the related works to extend the ICTC paper
* Worked on simulation to add more simulation results


Paper 4:
* Order the device for a collect dataset for simulation and still waiting to arrive
* Keep looking for the open-source dataset collection

This Week Todo's

Paper 2:
* Survey more papers regarding the related work on drone base station deployment
* Continue the simulation of LSTM for drone energy consumption
* keep working on the paper writing task

Paper 4:
* Still waiting for the device to collect the dataset
* Continue the search for open-source dataset
* Work on the simulation with existing dataset

Project Progress

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

60% Progress
Last Week's Project

Project 1:
* Worked on the survey papers for CNN based routing protocol implementation in FANET


Project 2:
* Continue the Yolo v5 object detection learning

This Week's Project

Project 1:
* Continue paper survey to learn about machine learning-based routing protocol implementation in FANET


Project 2:
* Keep working on the Yolo v5 object detection learning

Monthly Goals

1. Finish writing the paper for the ICTC conference extended version for the journal submission.


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



3. Finish the 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