Papers

Judith Nkechinyere Njoku

=>Journal 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

=>Conference Writing<=

*Paper 1: State-of-the-Art Object Detectors for Vehicle, Pedestrian, and Traffic Sign Detection for Smart Parking Systems Target: ICTC (Accepted)

*Paper 2:
The Role of 5G Wireless Communication System in the Metaverse
Target: APCC (Accepted)

*Paper 3:
Performance comparison of Deep learning based keyword spotters in autonomous vehicle
Target: ICASSP

*Paper 4:
Audio classification using Pretrained networks for feature extraction
Target: KICS Fall

*Paper 5:
Machine Sound Data Augmentation for Anomaly Detection in the Industrial Metaverse using Pitch-Spectrum Approach
Target: ICAIIC Conference

Last Week's Progress

=>Journal Writing<=

*Paper 1: Pending Volume and issue numbers
*Paper 3 (Project): BMS Paper research | Writing paper section on Digital twin and BMS


=>Conference Writing<=

*Paper 3: Developing proposed Hybrid keyword spotting model: Training, Parameter tuning, Data augmentation. | Paper writing

=> Others

Mentorship (Ebuka and Robin):
- Guided mentees on data collection, Model building for Conference papers.
- Keep track of mentees progress on study and research.
- Continuous support on all issues raised.

This Week Todo's

=>Journal Writing<=

* 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.


=>Conference Writing<=

*Paper 3: Finalize all models for ICASSP, write conference paper
*Paper 4: Develop Pretrained model for Audio classification
*Paper 5: Develop Model for data augmentation step.

Others
* Study seminar paper and make ppt presentation

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Reviewed existing BMS companies and their specific solutions
2.Reviewed existing performance metrics of Digital twin application to BMS
3.Writing allocated section of review paper
4.Research project hardware and cost
5.Study Battery modelling in MATLAB

This Week's Project

1.Start writing section on review paper
2.Allocate specific tasks to members for model building
3.Develop model in MATLAB
4.Submit list of hardware and costs for purchase
5.Work on first stage of proposed system model

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.Write conference papers 3,4,5

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.