Report

Golamnsl

February 15, 2021 - February 21, 2021

Papers

Paper 1: UAV-assisted Solar Energy Distribution Technique Based on Partial Brownian Movement for the Internet of Things (Target: JCN).

Paper 2: Development of Routing Protocol in UAV Network for Military Environment, [Winter Intensive] (Target: ICT Express)

Paper 3: LSTM Based Solar Irradiance Prediction From Remote Sensing of Meteorological Data, (Target: IEEE Geoscience and Remote Sensing Letters)

Paper 4: A Machine Learning-based Energy Prediction Scheme for Energy-Harvesting Base Station, (Target- KICS Winter Conference)

Paper 5: Accuracy Improvement of Solar Energy Prediction for Energy Harvesting WSN using Hybrid Deep Learning Technique (Winter Intensive) (Target: ICT Express or Renewable Energy (Elsevier)

60% Progress
Last Week's Progress

Paper 5:
* Worked on the dataset pre-processing for energy prediction
* Started the simulation of solar energy prediction

This Week Todo's

Paper 5:
* Continue the dataset pre-processing task
* Continue the simulation process of solar energy prediction accuracy improvement


Paper 4:
* Survey paper related to drone base station energy prediction


Paper 2:
* Survey paper related to implementation of OLSR routing in outdoor environment

Project Progress

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

55% Progress
Last Week's Project

Project 1:
* Continue working on OLST simulation in OPNET (fixed some errors)


Project 2:
* Worked on object detection in YOLO v3

This Week's Project

Project 1:
* Continue the OLSR simulation in OPNET
* Survey paper regarding OLSR implementation in outdoor environment


Project 2:
* Capture a video for dataset creation
* Work on dataset labelling from the video

Monthly Goals

1. Start working on the extension of KICS paper for journal version

2. Finish the simulation work for my winter 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