Analysis, design, and performance limitations of H2 optimal filtering in the presence of an additional input with known frequency

Journal article (2005)

Authors

A Saberi External organisation
A.A. Stoorvogel Discrete Mathematics and Optimization - EEMCS
P Sannuti External organisation
Research Group
Discrete Mathematics and Optimization (EEMCS) (TU Delft)
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Published Date

2005

Language

Undefined/Unknown

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Faculty

Electrical Engineering, Mathematics and Computer Science

Department

Delft Institute of Applied Mathematics

Research Group

Discrete Mathematics and Optimization

Abstract

In this paper, the inputs are considered to be of two types. The first type of input, as in standard H2 optimal filtering, is a zero mean wide sense stationary white noise, while the second type is a linear combination of sinusoidal signals each of which has an unknown amplitude and phase but known frequency. The generalized H2 optimal filtering problem seeks to find a linear stable filter that estimates a desired output such that the H2 norm of the transfer matrix from the white noise input to the estimation error is minimized subject to the constraint that the mean of the error converges to zero for all initial conditions of the given system and filter and for all possible external sinusoidal signals. The analysis, design, and performance limitations of generalized H2 optimal filters are presented here.

Keywords: White noise input; Sinusoidal input; Unbiased filtering; H2 optimal filtering; Performance limitations