Report

20195028

November 23, 2020 - November 29, 2020

Papers

Title 01:CNN-SSDI: Convolution Neural Network Inspired Surveillance System for UAVs Detection and
Identification
Target : IET Communication journal.

Title 02: RFDOANet: DOA Estimation of RF signal for UAV Localization based on Residual CNN.
Target : IEEE Transactions on Vehicular Technology

Title 03:Analysis and Prediction of Hourly Energy Consumption Based on Long Short-Term Memory
Neural Network

Title 04: LSTM Based Regression Analysis Using Multivariant Data for Solar Radiation Prediction.

40% Progress
Last Week's Progress

Title 01:
- Complete Simulation and Result discussion Section

Title 02:
-Waiting for the review from IEEE Transactions on Vehicular Technology.

Title 03:
-Modify figure labeling and revise the paper.
- Submit the paper to ICOIN 2021 Conference.
Title 04:
- Perform five simulation work.
- Create LSTM, CNN, Hybrid model, and DNN for performance evaluation.

This Week Todo's

Title 01:
- Revise whole paper.
- Submit the paper to NSL for the correction.
- Submit the paper TO IET communication journal.
Title 02:
-Waiting for the review from IEEE Transactions on Vehicular Technology.

Title 03:
-Modify figure labeling and revise the paper.
- Wait for the review from ICOIN 2021 Conference.
Title 04:
- Write the proposed system model.
- Complete the simulation and result discussion section.

Project Progress

Anti-drone project

40% Progress
Last Week's Project

-Study about the dataset that can be used and extend in project

- Study about the deep learning technique as required.

This Week's Project

- Collect dataset from two drones
- Collect dataset for RF based module
- Create ground truth value for 500 frames

Monthly Goals

Learn MATLAB, Machine learning and Artificial Intelligence, Python, LabView



- Complete one paper writing to submit in journal

Annual Goals

-At-least two SCI journal paper.

-At-least two International Conference