Report

Golamnsl

February 1, 2021 - February 7, 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:
* Surveyed papers related to knowledge-based neural network
* Worked on data pre-processing for simulation


Paper 4:
* Fine-tuned the paper according to professors comment
* Submit to the KICS conference

This Week Todo's

Paper 5:
* Survey more paper regarding the use of knowledge-based neural network with LSTM
* Continue the data pre-processing task regarding the solar radiation prediction
* Start the simulation work


Paper 4:
* Create the ppt. file for the poster presentation
* Start working on survey to extend to journal paper

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 simulation of OLSR routing on OPNET (fixed some errors in simulation)
* Worked on the OLSR implementation using raspberry-pi (Not finished yet)


Project 2:
* Worked on YOLO v3 for object detection

This Week's Project

Project 1:
* Continue the simulation work of OLSR routing


Project 2:
* Create a video for dataset
* Work on labeling 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