Papers

Judith Nkechinyere Njoku

=> Paper Writing <=

*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

*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 Text based hate-speech detection system for Metaverse Applications

Last Week's Progress

=> Paper Writing <=

*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: Set up webserver for metaverse interface | Repeated set up in linux environment due to errors | Converted best AI model to JS model | Embedded model in metaverse platform


=> Mentorship (Ebuka and Robin):<=
- Guiding mentees on planning for winter intensive
- Keep track of mentees progress on study and research.
- Continuous support on all issues raised.

This Week Todo's

=>Paper Writing<=

*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: convert data -preprocessing stages to Javascript | Conduct real-time hate speech detection

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Training and testing different RNN models for SoC estimation.

This Week's Project

1.Writing allocated section of review paper
2.Finalize first phase of project

Monthly Goals

1.Develop a real time hate speech detection system for the metaverse
2.Study Text based hate speech detection for the Metaverse
3.Work on survey papers
4.Work on winter intensive paper
5.Work on KICS, paper

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.