Report

20195028

May 3, 2021 - May 9, 2021

Papers

Title 01:CNN-SSDI: Convolution Neural Network Inspired Surveillance System for UAVs Detection and
Identification
Target: Computer Networks.
Title 02: RFDOA-Net: An Efficient ConvNet for RF-based DOA Estimation in UAV Surveillance Systems.
Target: IEEE Transactions on Vehicular Technology
Title 03:Analysis and Prediction of Hourly Energy Consumption Based on Long Short-Term Memory
Neural Network.
Target: Energy Reports
Title 04: Deep Learning-Based Surveillance System for Drones Detection and Activity Recognition [Processing]
Target: IEEE Transactions on Vehicular Technology
Title 05: CNN-Based Drone Detection in Multi-variant Environment [Title not fixed yet]
Title 06: Blockchain Assisted Unauthorized Target Localization for Aerospace Surveillance System Using CNN.
Title 07: Low complexity CNN network for Direction of Arrival Estimation based object localization
Target: IEEE Wireless Communication letter.

45% Progress
Last Week's Progress

Title 01:
- Waiting for the reviewer comments.
Title 02:
- Waiting for the reviewer comments.
Title 07:
- Write two paragraph in introduction section.
- Simulation graph for number of filters, filter size and different input sizes.
- Proposed system model.
Title 07:
- write the abstract.
- Write the introduction section.
Title 05:
- Learning the image processing for simulation.

This Week Todo's

Title 01:
- Waiting for the reviewer comments.
Title 02:
- Waiting for the reviewer comments.
Title 07:
- Complete the introduction section.
- Training the dataset with another pretrained network.
- Rewrite the abstract and the conclusion section.

Title 05:
- Learning the image processing for simulation.

Project Progress

Anti-drone project, Intelligent Transportation System

45% Progress
Last Week's Project

- create 300 GT values from the customized drones.
- Meet with the company guys and create video data from DJI Mavic.
- Guide new members so that understand the project stuff.

This Week's Project

- Create 1200 image sequence from DJI Mavic.
- Distribute to the members.
- Create The GT values.

Monthly Goals

-Learn MATLAB, Machine learning, and Artificial Intelligence, Python, LabView
- Complete title 06 and 07 and submit to the journal.
- Title 01, 02 already submitted [complete target]

Annual Goals

-At-least two SCI journal papers.

-At-least two International Conference