Report

20195028

April 26, 2021 - May 2, 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.

50% Progress
Last Week's Progress

Title 01:
- Complete revision from computer network journal.
- Submit the paper.
Title 02:
- Waiting for the reviewer comments.
Title 06:
- Need some changes in proposed model and other section.
- Update the changes and complete the paper
- Revise the paper.
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 06:
- Rewrite the introduction section.
- Check the proposed system model.
- Check the proposed CNN model.
Title 07:
- write the abstract.
- Write the introduction section.
Title 05:
- Learning the image processing for simulation.

Project Progress

Anti-drone project, Intelligent Transportation System

50% Progress
Last Week's Project

- Survey on the open source dataset of vision.
- Create frames from the customized drone and distribute to the member.
- Provide RFDataset to the Simeon for processing.

This Week's Project

- Process 300 frames from the customized drone.
- simulate to classify the drone images
- Preprocess RFdataset

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