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 number
*Paper 3 (Project): Development of paper plan

=>Conference Writing<=

*Paper 1: Completed poster and Video presentation for ICTC conference
*Paper 3: Developing proposed Hybrid keyword spotting model: Training, Parameter tuning, Data augmentation.

=> Others
- Presentation development for Nigerian & Israel Project

Mentorship (Ebuka and Robin):
- Guided mentees on developing motivation and contribution for Conference papers.
- Also guided mentees on data curation and model development for their research.
- 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: Develop proposed model for ICASSP, write conference paper

Others
* Study seminar paper and make ppt presentation
* Guide mentees to start developing models for their individual research ideas for KICS paper.
* Guide mentees to develop content for KICS paper.

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Reviewed previous AI models that have been applied for SoC estimation for Lithium ion batteries
2.Develop paper writing plan and allocated sections to project members.
3.Review project members’ contributions
4.Develop System model for Soc Estimation.
5.Researched necessary hardware for SoC estimation.

This Week's Project

1.Start writing section on review paper
2.Allocate specific tasks to members for model building
3.Submit list of hardware for purchase
4.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

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.