Papers

Judith Nkechinyere Njoku

*Paper 1: Prospects and challenges of Metaverse application in data-driven intelligent transportation systems
Target: IET Intelligent Transport Systems <-> (Published)

*Paper 2: Review of Digital Twin Models for Battery management Systems (Project)

*Paper 3: Model Pruning and Optimization for Proactive Abusive Behaviour Detection in the Metaverse (Winter Intensive)

*Paper 4: Multi-Feature Fusion for Speech Dependent Automatic Speaker Identification in Autonomous Vehicles (Completed writing)
Target: IEEE Transactions on Intelligent Vehicles

Last Week's Progress

*Paper 1: Paper published and Volume and issue numbers issued
*Paper 2: Reviewed the paper writing plan, research case studies
*Paper 3: Continued experiments with hate speech models | completed training all baseline models | researched model compression methods | studied journal papers on model compression
*Paper 4: Reviewing paper

This Week Todo's

*Paper 1: No plans, delete from weekly report
*Paper 2: Complete writing section on case studies
*Paper 3: Complete early results for KICS paper | Apply model pruning to baseline MLP model
*Paper 4: Complete paper review and Submit paper

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Updated paper sections
2.Reviewed research plan
3.Set up Unreal Engine
4.Researched on various learning resources for Unreal Engine

This Week's Project

1.Continue writing review paper
2.Start study of Unreal Engine
3.Develop workflow for developing digital twins in Unreal Engine

Monthly Goals

1.Develop a compressed model for real time hate speech detection system for the Metaverse
2.Work on BMS survey paper
3.Write winter intensive paper
4.Complete KICS paper
5.Study at least 20% of Unreal Engine course

Annual Goals

1.Master Digital Twin development tools.
2.Complete at least Three Journal Papers
3.Attend at least three Domestic Conference
4.Attend at least two International Conferences
5.Build a Digital twin for Battery systems
6.Build an ensemble Model for virtual assistants in the Metaverse

>2022 Goals Achieved<

International Journal
1.IET Intelligent Transportation Systems Journal (Volume 17, Issue 1, January 2023)

International Conference
2.ICTC 2022
3.APCC 2022

Domestic Conference
4.KICS Winter 2022
5.KICS Summer 2022
6.KICS Fall 2022