Papers

Judith Nkechinyere Njoku
Note: Due to ICTC and APCC conference, there wont be much progress for the week.

=>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 (If possible)

*Paper 4:
Analysis of Deep neural network based digital twin for lithium-ion batteries
Target: KICS Fall

*Paper 5:
Digital Twin-Driven Capacity Estimation for Lithium-ion Batteries
Target: ICAIIC Conference

*Paper 6:
Machine Sound Data Augmentation for Anomaly Detection in the Industrial Metaverse using Pitch-Spectrum Approach
Target: Not yet defined

*Paper 7: Audio classification using Pre-trained networks for feature extraction
Target: Not yet defined

Last Week's Progress

=>Journal 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


=>Conference Writing<=

*Paper 1: Pending conference
*Paper 2: Completed video presentation
*Paper 3: Developing proposed Hybrid keyword spotting model: Training, Parameter tuning, Data augmentation. | Paper writing
*Paper 4: Finalizing DNN models, Paper writing
*Paper 5: Training models for capacity prediction
*Paper 6: Pending
*Paper 7: Pending

=> Others

Mentorship (Ebuka and Robin):
- Guided mentees on Model building for Conference paper and paper writing.
- 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 1: Attend conference
*Paper 2: Attend conference
*Paper 3: Developing proposed Hybrid keyword spotting model: Training, Parameter tuning, Data augmentation. | Paper writing
*Paper 4: Finalize DNN models, Complete Paper
*Paper 5: Train RNN models for capacity prediction
*Paper 6: No Plans
*Paper 7: 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.Research project materials cost
2.Develop battery models based on Lithium-ion battery in MATLAB
3.Writing allocated section of review paper

This Week's Project

1.Submit list of hardware and costs for purchase

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.