Papers

Judith Nkechinyere Njoku
Note: Due to ICTC and APCC conference, there wasn’t much progress for last week.

=>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 <-> (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: ICASSP (If possible)

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

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

*Paper 9:
Machine Sound Data Augmentation for Anomaly Detection in the Industrial Metaverse using Pitch-Spectrum Approach
Target: Not yet defined

*Paper 10: Audio classification using Pre-trained networks for feature extraction
Target: Not yet defined

Last Week's Progress

=>Paper Writing<=

*Paper 1: Pending Volume and issue numbers
*Paper 2: Pending
*Paper 3 (Project): BMS Paper research | Writing paper section on Digital twin and BMS
*Paper 4: Attended Conference
*Paper 5: Attended Conference
*Paper 6: Developing proposed Hybrid keyword spotting model: Training, Parameter tuning, Data augmentation. | Paper writing
*Paper 7: Completed Paper writing and submitted
*Paper 8: Training models for capacity prediction
*Paper 9: Pending
*Paper 10: Pending

=> Others

Mentorship (Ebuka and Robin):
- Guided mentees on finalizing conference paper writing.
- 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: 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: Update paper information on NSL website
*Paper 5: Update paper information on NSL website
*Paper 6: Develop proposed Hybrid keyword spotting model: Training, Parameter tuning, Data augmentation. | Paper writing
*Paper 7: Review paper
*Paper 8: Train RNN models for capacity prediction
*Paper 9: No Plans
*Paper 10: No Plans

Others
* Study seminar paper and make ppt presentation

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Project materials purchase

This Week's Project

1.Project materials purchase
2.Develop battery models based on Lithium-ion battery in MATLAB
3.Develop Genetic algorithm
4.Writing allocated section of review paper

Monthly Goals

1.Complete all Conference presentation materials
2.Study and develop deep learning models for Keyword spotting.
3.Study Battery management Systems
4.Study Algorithms for SOC estimation
5.Complete papers 4,5,6

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 an end to end Voice assistance System.