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Table 3 Root mean square error of Example 3

From: Family of state space least mean power of two-based algorithms

  

Root mean square error (dB)

  

Example 3

  

KF

SSLMS

SSLMF

SSLMSi

SSLME

State x 1

Gaussian

−14.9484

−13.9622

−14.1395

−14.6637

−14.6965

 

Uniform

−14.9438

−13.9619

−14.1506

−14.6729

−14.7018

 

Laplace

−14.9330

−13.9600

−14.1397

−14.6654

−14.6985

State x 2

Gaussian

−14.2212

−13.1412

−13.7200

−14.3676

−14.3167

 

Uniform

−14.2242

−13.1367

−13.7295

−14.3708

−14.4115

 

Laplace

−14.2198

−13.1355

−13.7170

−14.3652

−14.3153

State x 3

Gaussian

−8.4244

−7.2323

−7.9750

−8.7182

−8.8679

 

Uniform

−8.4201

−7.2197

−7.9772

−8.7156

−8.7881

 

Laplace

−8.4095

−7.2197

−7.9665

−8.7122

−8.8612

State x 4

Gaussian

−7.8682

−6.8915

−7.1522

−7.8059

−8.1534

 

Uniform

−7.8713

−6.8930

−7.1616

−7.8149

−7.9130

 

Laplace

−7.8669

−6.8911

−7.1511

−7.8057

−8.1535

State x 5

Gaussian

−11.1405

−9.9399

−10.2366

−10.7061

−8.1534

 

Uniform

−11.1391

−9.9325

−10.2373

−10.7057

−7.9130

 

Laplace

−11.1303

−9.9349

−10.2329

−10.7033

−8.1535

Observation y 1

Gaussian

−26.9886

−4.7978

−5.0163

−5.4818

−5.6242

 

Uniform

−26.9860

−4.7960

−5.0221

−5.4861

−5.5343

 

Laplace

−26.9872

−4.7963

−5.0150

−5.4816

−5.6243

Observation y 2

Gaussian

−23.66444

−7.9033

−8.5351

−9.0782

−8.9918

 

Uniform

−23.6616

−7.8941

−8.54861

−9.0833

−9.0834

 

Laplace

−23.6558

−7.8925

−8.5351

−9.0773

−8.9919