Key result
Computationally simple adaptive noise cancelers for EEG enhancement demonstrated better performance compared with existing realizations in signal-to-noise ratio and computational complexity.
Population
Real brain waves recorded using emotive EEG system
Comparison
Efficient and computationally simple adaptive… vs Existing conventional realizations
Design
Other
Authors
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May aid efficient remote EEG monitoring; leaves open clinical validation before practice adoption.
The proposed adaptive noise cancelers offer computationally efficient EEG signal enhancement suitable for remote healthcare monitoring.
Karthik et al. (2013) studied EEG recording artifacts in remote healthcare monitoring. Computationally simple adaptive noise cancelers vs. Existing conventional realizations was evaluated on Signal to noise ratio, computational complexity, convergence rate, excess mean square error, misadjustment, and coherence. Computationally simple adaptive noise cancelers for EEG enhancement demonstrated better performance compared with existing realizations in signal-to-noise ratio and computational complexity.
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