Design and Development of adaptive algorithm for EEG Signal Enhancement
EEG signal helps to monitor and record the brain activity but every other activity except the required one is consider as noise. To remove noise and get the enhanced EEG Signal results, different methods and techniques have been used. We want to design the effective adaptive algorithm whic
2025-06-28 16:26:15 - Adil Khan
Design and Development of adaptive algorithm for EEG Signal Enhancement
Project Area of Specialization Biomedical EngineeringProject SummaryEEG signal helps to monitor and record the brain activity but every other activity except the required one is consider as noise. To remove noise and get the enhanced EEG Signal results, different methods and techniques have been used. We want to design the effective adaptive algorithm which can be use for enhancement of EEG signal results.
Project ObjectivesTo design the adaptive algorithm which help in enhancement of EEG signals and implementation of designed algorithm in EEG data.
Project Implementation MethodTo understand the previous algorithms, challenges and possible solutions used to enhance the results of EEG signals and design adative algorithm using adaptive filters or any more convinient method from our undestanding.
Benefits of the Project- This project will lead us to better and minimal noise EEG signal results.
- This project will help to better diagnose brain disorders, brain tumors and brain damages from any injury.
- This project is very useful in biomedical engineering.
Adaptive filters are used to remove noise from EEG signals. BY understanding of previous work and techniques, We want to design an adaptive algorithm for possible best enhancement of EEG signal results.
Final Deliverable of the Project Software SystemCore Industry MedicalOther IndustriesCore Technology OthersOther TechnologiesSustainable Development Goals Good Health and Well-Being for PeopleRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 9999 | |||
| Membership to different research labs and website to collect data | Miscellaneous | 1 | 9999 | 9999 |