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System-Level Modeling of a Safe Autonomous Closed-loop Epileptic Seizure Control Implant
- Source :
- 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART).
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- A system-level model of a closed-loop epilepsy control implant is designed and simulated using the Simulink software for the first time in this work. The proposed model consists of multi-channel signal acquisition, ADC, seizure detector, multi-channel electrical stimulator, temperature sensor, wireless data and power transmission blocks. The power dissipation and temperature elevation of implants are crucial parameters which must be precisely controlled to ensure the safety of patients. The system is optimized to offer a low-power design. In addition, the controller of the system modifies the stimulation parameters to maintain the temperature elevation at the tissue within 1℃. Intracranial EEG (iEEG) datasets of five patients from the Inselspital Bern are used to evaluate the performance of the presented system. A two-stage seizure detection method used in the bio-signal processor enables achieving accurate detection with an energy efficient-approach. Files Two MATLAB codes and two Simulink models are uploaded in conjunction with the paper How To use Carefully read the paper to become familiar with different parameters of the design. The MATLAB codes and Simulink Models are given. Toprovide the system parameters used in the Simulink model, you need to first run the corresponding MATLAB code. Then, the Simulink model would be ready to be used.
Details
- Database :
- OpenAIRE
- Journal :
- 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART)
- Accession number :
- edsair.doi.dedup.....02c8abe34eb47c161bbf7645fb970f0a
- Full Text :
- https://doi.org/10.1109/biosmart54244.2021.9677729