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 Conference attendance and presentation)

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

*Paper 6:
Performance comparison of Deep learning based keyword spotters in autonomous vehicle
Target: Not defined

*Paper 7:
Analysis of Deep neural network based digital twin for lithium-ion batteries (Project)
Target: KICS Fall (Accepted)

*Paper 8:
Digital Twin-Driven Capacity Estimation for Lithium-ion Batteries
Target: ICAIIC Conference

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: Pending (Paused due to unresolved code errors, and poor accuracies)
*Paper 7: Paper Accepted
*Paper 8: Idea stage(Feature selection methods)

=> Others
- Completed Seminar presentation

Mentorship (Ebuka and Robin):
- Guided mentees on submitting conference paper.
- Guided 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: Develop a research plan for survey paper, Research references for reference list.
*Paper 3 (Project): Background research on BMS. Concurrently writing on BMS systems.
*Paper 4: Completed
*Paper 5: Completed
*Paper 6: No plans
*Paper 7: Review paper
*Paper 8: Train models for capacity prediction

Others
* Study seminar paper and make ppt presentation

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Developing digital battery on cloud platform

This Week's Project

1.Continue development of digital battery
2.Writing allocated section of review paper

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

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
5.Complete 3 International Conferences
Paper 1(ICTC 2022) Paper 2 (APCC 2022)
6.Build a data fusion based system for the Metaverse.