From: Asymptotic equivalent analysis of the LMS algorithm under linearly filtered processes

Distribution | \(m_{\mathrm {x}}^{(2)}\) | \(m_{\mathrm {x}}^{(2,2)}\) | \(m_{\mathrm {x}}^{(4)}\) |
---|---|---|---|

Gauss ∈ IR | 1 | 1 | 3 |

DFT of Gauss | 1 | 1 | 2 |

Gauss ∈ IC | 1 | 1 | 2 |

DFT of Gauss | 1 | 1 | 2 |

IID bipolar ∈IR | 1 | 1 | 1 |

DFT of IID bipolar | 1 | 1 | 2 |

IID uniform ∈IR | 1 | 1 | 1.8 |

DFT of IID uniform | 1 | 1 | 2 |

IID Gauss^{2} ∈IR | 1 | 1 | 9 |

DFT of Gauss^{2}
| 1 | 1 | 2 |

K_{0} SIRP ∈IR | 1 | 3 | 9 |

DFT of K_{0} SIRP
| 1 | 3 | 6 |