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
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
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
Human Activity Recognition using Integrated Thermal Array, UWB, Vibration Sensor for Smart Factory Application
(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
(i) Complete and update final report and manual book for company
Title 8: On hold to complete project design, documentation, and certification
(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
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)