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Table 1 Estimation accuracy of BMFLC based methods

From: Time-frequency analysis of band-limited EEG with BMFLC and Kalman filter for BCI applications

Methods

Signal

 

S1(t)

S2(t)

S3(t)

EEG a

C3_RH_All b

C4_RH_All b

BMFLC-KF

99.47

99.39

99.49

99.22

99.19 ±0.14

99.03 ±0.20

BMFLC-KS

99.53

99.12

99.44

99.19

98.87 ±0.27

98.80 ±0.34

BMFLC-LMS

96.60

94.26

96.68

93.68

93.42 ±0.69

93.55 ±0.71

  1. a Single trial EEG data is considered.
  2. b The 68 trials data of subject 3 right hand movement imagery is considered.
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Journal of NeuroEngineering and Rehabilitation

ISSN: 1743-0003

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