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Table 5 Average MSE

From: Separation of instantaneous mixtures of a particular set of dependent sources using classical ICA methods

Number of samples

T=1000

T=5000

T=10000

Parameterη

0.3

0.5

0.7

0.3

0.5

0.7

0.3

0.5

0.7

Example 1, η known

4.70e-2

2.70e-2

7.94e-3

1.04e-2

6.66e-3

2.59e-3

9.34e-3

5.42e-3

2.48e-3

Example 1, η estimated

4.35e-1

8.17e-2

9.46e-3

5.36e-1

1.59e-2

4.59e-3

5.73e-1

8.50e-3

4.38e-3

Example 1, CoM2

5.86e-1

5.33e-1

3.62e-2

5.86e-1

5.84e-1

1.29e-3

5.86e-1

5.85e-1

5.43e-5

Example 2, η known

1.91e-1

4.71e-2

3.43e-3

2.51e-1

5.16e-3

6.15e-4

2.76e-1

1.42e-3

3.33e-4

Example 2, η estimated

3.85e-1

6.66e-2

3.53e-3

5.43e-1

6.34e-3

6.60e-4

5.59e-1

1.77e-3

3.55e-4

Example 2, CoM2

5.04e-1

4.16e-1

1.20e-1

5.47e-1

5.38e-1

1.01e-1

5.57e-1

5.54e-1

7.99e-2

  1. Sources generated from Example 1 (λ=5) and Example 2 (λ= 2 ) with r i.i.d.