Can I read AR Model for Real-Time Seizure Detection on EtoBox?

AR Model for Real-Time Seizure Detection by omkarbadugu777 is a document available to read on EtoBox.

What is AR Model for Real-Time Seizure Detection about?

This document proposes an algorithm for detecting epileptic seizures in an implantable device using autoregressive (AR) modeling. The algorithm estimates AR model parameters from prerecorded seizure data to represent normal and seizure states. During use, it compares incoming signal AR parameters to the seizure parameters using cosine similarity to detect seizures with low latency. Simulation results showed the method achieved an average 96.6% detection accuracy with a 1.2ms latency, addressing limitations

Author

omkarbadugu777

Language

EN