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


=>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


=>Conference Writing<=

*Paper 1: Developing poster presentation for ICTC conference
*Paper 2: Reviewed paper presentation slides for APCC Conference
*Paper 3: -> Developing motivation and objective for ICASSP paper
-> Studied journals on keyword spotting and wakeword detection
-> Completed training of two baseline models (Based on the Motivation and results, paper title may change)

Others
* Completed training for new members on paper writing

Mentorship:
- Guided mentees on learning plans and progress.
- Keep track of mentees progress on study and research.
- Continuous support on all issues raised.

This Week Todo's

=>Journal Writing<=

* Paper 2: Create a research plan for survey paper

=>Conference Writing<=

*Paper 1: Complete ICTC poster presentation slide and record video.
*Paper 3: Develop proposed model for ICASSP, write conference paper

Others
* Study seminar paper and make ppt presentation

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Studied of journals and conducted background research on digital twin.
2.Researched existing digital twin solutions.

This Week's Project

1.Continue journal studies on Battery management systems and digital twin
2.Develop system model for digital twin, and research necessary hardware.

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
<1> Paper 1 (IET)
4.Complete 3 Domestic Conference Papers
5.Complete 3 International Conferences
<1> Paper 1(ICTC 2022) <2> Paper 2 (APCC 2022)
6.Build an end to end Voice assistance System.