From: Family of state space least mean power of two-based algorithms
Root mean square error (dB) | ||||||
---|---|---|---|---|---|---|
Example 1 | ||||||
KF | SSLMS | SSLMF | SSLMSi | SSLME | ||
State x 1 | Gaussian | −17.3726 | −16.4997 | −16.4695 | −16.7676 | −16.9518 |
Uniform | −17.1419 | −16.4963 | −16.4671 | −16.7656 | −16.9406 | |
Laplace | −17.6115 | −16.4901 | −16.5112 | −16.8499 | −17.0366 | |
State x 2 | Gaussian | −17.0558 | −16.4167 | −16.3911 | −16.6666 | −16.8323 |
Uniform | −16.8535 | −16.4157 | −16.3910 | −16.6672 | −16.8250 | |
Laplace | −17.2894 | −16.4092 | −16.4314 | −16.7432 | −16.9055 | |
State x 3 | Gaussian | −17.3597 | −16.3199 | −16.2747 | −16.5047 | −16.6701 |
Uniform | −17.1301 | −16.3164 | −16.2717 | −16.5023 | −16.6601 | |
Laplace | −17.5963 | −16.3101 | −16.2960 | −16.5595 | −16.7142 | |
State x 4 | Gaussian | −14.0092 | −15.5096 | −15.4791 | −15.6395 | −15.7546 |
Uniform | −13.8130 | −15.5070 | −15.4768 | −15.6376 | −15.7471 | |
Laplace | −14.2523 | −15.5024 | −15.4936 | −15.6762 | −15.7891 | |
Observation y | Gaussian | −30.4409 | −24.3831 | −25.3871 | −22.6547 | −20.8293 |
Uniform | −30.4612 | −24.3844 | −25.3869 | −22.6497 | −20.9188 | |
Laplace | −30.4614 | −24.3817 | −24.8789 | −21.9582 | −19.3682 |