Browsing by Subject "Kalman filtering."

Now showing items 1-7 of 7

A nonlinear adaptive framework for the estimation of causal interactions among multivariate data in brain signal recordings -

Eid, Ursula Charbel, (2016)

Modeling of dynamical systems is a challenging task in numerous fields, such as neuroscience, control, and econometrics. For instance, the noisy and complex nature of many biological signals, such as the electroencephalogram ...
Infrastructure-less localization

El Hajj, Dima Chdid. (2011)

The localization of an ambulatory individual, a.k.a. a pedestrian, is a developing domain with the potential to permeate into a variety of applications. Site inspection, which is a prime candidate for time reducing automation, ...
Modelling of EEG dynamics under ECT using Square-Root Cubature Kalman filter -

Al-Ali, Kawthar Saeed, (2014)

Electroconvulsive therapy (ECT) is a clinical technique used for treating patients with severe drug resistant depression. The therapy consists of administering brief current pulses through two stimulating electrodes placed ...
Nonlinear Kalman-filtering estimation of unobserved cortical layer population activity from EEG recordings in a realistic cortical micro-architecture model

Farhat, Hassan Samir. (2013)

The Electroencephalogram (EEG) measures global brain electrical activity using electrodes placed on the scalp. EEG measurement continues to be an important tool for understanding brain dynamics since it is closely related ...
Optimal experiment design for modeling and estimation of intra-cortical neuronal activity from EEG recordings : a Kalman filtering approach -

Madi, Mahmoud Kassem (2017)

Kalman filtering methods have long been regarded as efficient adaptive Bayesian techniques for estimating hidden states in models of linear dynamical systems under Gaussian uncertainty. Recent advent of the nonlinear ...
Stochastic optimization of structural health monitoring techniques -

Nasr, Dana Elie (2016)

The modeling of complex nonlinear structures is always accompanied with different sources of uncertainties. These uncertainties become significant when the structural system is subjected to regular aging factors or to some ...
Stochastic service life prediction of reinforced concrete structures subjected to chloride-induced corrosion -

Slika, Wael Ghassan, (2017)

A main reason behind reinforced concrete structural deterioration is chloride-induced corrosion. Once the critical chloride concentration is exceeded at the rebar level, the structure becomes susceptible to corrosion ...

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Browsing by Subject "Kalman filtering."

Browsing by Subject "Kalman filtering."

Search AUB ScholarWorks

Browse

All of AUB ScholarWorks

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Copyright Statement