Report

Goodness

May 30, 2022 - June 5, 2022

Papers

Title 1: Thermal Array Sensor Resolution-Aware Activity Recognition using Convolutional Neural Network Presented in ICOIN 2022

Title 2: Ensemble Random Forest-based Basic Safety Messages Falsification Detection in Internet of Vehicles.
Target: IEEE Access

Title 3: Basic Safety Messages Authentication System for Connected Vehicles using a Novel Hyper-Tuned Ensemble Algorithm (ICT Express)

Title 4: RBF-SVM Kernel-Based Model for Detecting DDoS Attacks in SDB-Based VANETs- Submitted to Ad-hoc Networks Journal

Title 5: Intrusion Detection System Using Machine Learning for IN-Vehicular Networks and External Vehicular Networks/Securing the Internet of Vehicles: An ML-Based Classification Framework for IN-Vehicle and External Vehicle Networks
Target- Thesis

Title 6: Deep Learning Model for Behavioural Cloning in Self-Driving Cars
Target - ICTC 2022

Title 7: Anomaly Detection and Traffic Estimation based on Spatio-Temporal Features of VANET Network Traffic

Title 8: Real-Time Sensor-Based Human Activity and Breathing Monitoring During Quarantine (IoT Project)
Target: Sensor Journal

Title 9: Appropriate SVM Kernel Selection for DDoS Attack Detection in SDN-Based VANET (Submitted to KICS Summer, 2022)

Title 10: Comparative Analysis of Deep Learning Object Detection Models for Recognition of Vehicles, Pedestrian and Traffic signs
Target: Transactions on Intelligent Transport Systems

70% Progress
Last Week's Progress

Title 2: Resubmitted revisions from TVT

Title 3: Completed Major revision and resubmitted

Title 4: Under Review

Title 5: Brainstorming for outline and structure

Title 6: Complete System Methodology

Title 8: Submitted for KICS Summer, 2022

Title 9: On Hold

This Week Todo's

Title 2, 3, 4: Under Review

Title 5: Developing outline and thesis structure

Title 6: Compile simulation and system methodology and begin paper writing

Title 7 and 10: On Hold to resolve issues with system design

Title 9: Accepted for KICS Summer 2022

Project Progress

Human Activity Recognition using Integrated Thermal Array, UWB, Vibration Sensor for Smart Factory Application

70% Progress
Last Week's Project

(i) Additional Dataset collection with 2.3m sensor height to improve model performance

(ii) Label Dataset

Title 8: On hold to complete project design, documentation and certification

This Week's Project

(i) Complete and update final report and manual book for company

Title 8: On hold to complete project design, documentation, and certification

Monthly Goals

(i) Brainstorm about Ideas for next Journal submission
(ii) Study detection issues using verification and authentication measures in securing IoV
(iii) Study about reliability requirement for Vehicular systems and network for Thesis (In Progress)
(iv) Create a simulated VANET environment using SUMO, OMNET and OpenStreetMap (VANET Simulation)
(v) Learn about working with images using TensorFlow
(vi) Complete and submit paper for KICS and ICTC (KICS Submitted)
(v) Develop Thesis Writing Structure and Outline
(vii) Complete Autonomous driving car using Deep learning course

Annual Goals

1. Attending at least two Domestic Conferences (One Attended)
2. Attend at least two International Conference (One attended)
3. Submit three International Journals (Two Submitted)