Hybrid Hsub2/subHsub∞/sub Estimation for Phase-Locked Loop Filter Design

Daniel J. Simon; Hossny El-Sherief

doi:10.1109/ACC.1994.752468

Hybrid Hsub2/subHsub∞/sub Estimation for Phase-Locked Loop Filter Design

Daniel J. Simon
, Hossny El-Sherief

TRW System Integration Group

Research output: Contribution to journal › Article › peer-review

Abstract

A method of combining Kalman filtering and minimax filtering is proposed and demonstrated in an application to phase-locked loop design. Kalman filtering suffers from a lack of robustness to departures from the assumed noise statistics. But minimax filtering has the drawback of ignoring the engineer's (admittedly incomplete) knowledge of the noise statistics. It is shown in this paper that hybrid Kalman/minimax filtering can provide the best of both worlds. Phase-locked loop filter design is used in this paper to demonstrate an application of hybrid estimation.

Original language	American English
Journal	American Control Conference
DOIs	https://doi.org/10.1109/ACC.1994.752468
State	Published - Jun 1 1994

Keywords

Hybrid H2H∞ Estimation
Kalman filtering
Minimax filtering
Noise statistics
Optimal filtering
Phase-locked loop filter

Disciplines

Electrical and Computer Engineering

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10.1109/ACC.1994.752468License: CC BY

http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=752468

Cite this

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title = "Hybrid Hsub2/subHsub∞/sub Estimation for Phase-Locked Loop Filter Design",

abstract = " A method of combining Kalman filtering and minimax filtering is proposed and demonstrated in an application to phase-locked loop design. Kalman filtering suffers from a lack of robustness to departures from the assumed noise statistics. But minimax filtering has the drawback of ignoring the engineer's (admittedly incomplete) knowledge of the noise statistics. It is shown in this paper that hybrid Kalman/minimax filtering can provide the best of both worlds. Phase-locked loop filter design is used in this paper to demonstrate an application of hybrid estimation.",

keywords = "Hybrid H2H∞ Estimation, Kalman filtering, Minimax filtering, Noise statistics, Optimal filtering, Phase-locked loop filter",

author = "Simon, \{Daniel J.\} and Hossny El-Sherief",

note = "D. Simon and H. El-Sherief. (1994). Hybrid Hsub2/subHsub∞/sub Estimation for Phase-Locked Loop Filter Design. American Control Conference, 2212-2216, doi: 10.1109/ACC.1994.752468.",

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AU - El-Sherief, Hossny

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PY - 1994/6/1

Y1 - 1994/6/1

N2 - A method of combining Kalman filtering and minimax filtering is proposed and demonstrated in an application to phase-locked loop design. Kalman filtering suffers from a lack of robustness to departures from the assumed noise statistics. But minimax filtering has the drawback of ignoring the engineer's (admittedly incomplete) knowledge of the noise statistics. It is shown in this paper that hybrid Kalman/minimax filtering can provide the best of both worlds. Phase-locked loop filter design is used in this paper to demonstrate an application of hybrid estimation.

AB - A method of combining Kalman filtering and minimax filtering is proposed and demonstrated in an application to phase-locked loop design. Kalman filtering suffers from a lack of robustness to departures from the assumed noise statistics. But minimax filtering has the drawback of ignoring the engineer's (admittedly incomplete) knowledge of the noise statistics. It is shown in this paper that hybrid Kalman/minimax filtering can provide the best of both worlds. Phase-locked loop filter design is used in this paper to demonstrate an application of hybrid estimation.

KW - Hybrid H2H∞ Estimation

KW - Kalman filtering

KW - Minimax filtering

KW - Noise statistics

KW - Optimal filtering

KW - Phase-locked loop filter

UR - https://engagedscholarship.csuohio.edu/enece_facpub/171

UR - http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=752468

U2 - 10.1109/ACC.1994.752468

DO - 10.1109/ACC.1994.752468

M3 - Article

JO - American Control Conference

JF - American Control Conference

ER -

Hybrid Hsub2/subHsub∞/sub Estimation for Phase-Locked Loop Filter Design

Abstract

Keywords

Disciplines

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