Seyed Mohammad Ali Tayaranian Hosseini

2 accepted papers

2017

ARIMA-GARCH modeling for epileptic seizure prediction

Salman Mohamadi, Hamidreza Amindavar, Seyed Mohammad Ali Tayaranian Hosseini

ICASSP 2017accepted

This paper provides a procedure to analyze and model EEG (electroencephalogram) signal as a time series using ARIMA-GARCH to predict an epileptic attack. The heteroskedasticity of EEG signal is examined through the ARCH or GARCH, (Autoregressive conditional heteroskedasticity, Generalized autoregres…

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2017

UWB radar signal processing in measurement of heartbeat features

Seyed Mohammad Ali Tayaranian Hosseini, Hamidreza Amindavar

ICASSP 2017accepted

In this paper, a new signal processing algorithm in ultra wideband (UWB) radar as a non-contact sensor with the ability to precisely monitor heartbeat and respiration features is introduced. Exploiting harmonic series representation model that fits completely the return signal from a human chest-wal…

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