Papers

Judith Nkechinyere Njoku


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

*Paper 2:
Vision-Based Data-Driven Intelligent Transportation Systems: Taxonomy, Survey and Challenges
Target: IEEE Transactions on Intelligent Transportation Systems | IEEE Transactions on Intelligent Vehicles

*Paper 3: (Project)
Review of Digital Twin Models for Battery management Systems <-> (Writing in Progress)

*Paper 4: State-of-the-Art Object Detectors for Vehicle, Pedestrian, and Traffic Sign Detection for Smart Parking Systems Target: ICTC 2022: (Completed)

*Paper 5:
The Role of 5G Wireless Communication System in the Metaverse
Target: APCC 2022 (Completed)

*Paper 6:
Analysis of Deep neural network based digital twin for lithium-ion batteries (Project)
Target: KICS Fall 2022 (Completed)

*Paper 7: Building a Metaverse for Transportation Systems: A Brief Review
Target: NSLab White paper (Completed)

*Paper 8: A review of Multimodal data fusion methods

*Paper 9: A Text based hate speech detection system for the Metaverse

Last Week's Progress

*Paper 1: Paper Published|Pending Volume and issue numbers
*Paper 2: Pending
*Paper 3 (Project): BMS Paper research | Writing paper section on Digital twin and BMS
*Paper 4: Paper Completed
*Paper 5: Paper Completed
*Paper 6: Paper Completed
*Paper 7: Paper Completed
*Paper 8: Pending
*Paper 9: Completed development of three models for text based hate speech detection | set up Metaverse environment on roblox studio | set up webserver for metaverse interface


=> Mentorship (Ebuka and Robin):<=
- Guiding mentees on seminar presentation preparation
- Keep track of mentees progress on study and research.
- Continuous support on all issues raised.

This Week Todo's

*Paper 1: Check Journal status
*Paper 2: No plans
*Paper 3 (Project): Background research on BMS. Concurrently writing on BMS systems.
*Paper 4: Completed
*Paper 5: Completed
*Paper 6: Completed
*Paper 7: Completed
*Paper 8: No plans
* Paper 9: Convert best AI model to JavaScript model, embedd in Metaverse platform, conduct real time hate speech detection

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Developing digital battery on cloud platform
2.Debugging errors in Ms Azure

This Week's Project

1.Awaiting organizational access to Ms Azure from Prof Kim.
2.Writing allocated section of review paper
3.Finalize first phase of project

Monthly Goals

1.Study Data fusion approaches
2.Study Text and Audio based hate speech detection for the Metaverse
3.Study Cloud based Digital twin development
4.Work on survey papers
5.Study Vehicular simulation in MATLAB

Annual Goals

1.Study Digital Twin and the necessary tools.
2.Attain proficiency in building Battery Systems
3.Complete Three Journal Papers
Paper 1 (IET)
4.Complete 3 Domestic Conference Papers
Paper 1(KICS Fall 2022)
5.Complete 3 International Conferences
Paper 1(ICTC 2022) Paper 2 (APCC 2022)
6.Build a data fusion based system for the Metaverse.