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 |