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Robust and Optimal Sensor Fusion

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Abstract   ignore

Abstract text to be done

complementary filters, h-infinity, feedback control

Introduction

<<sec:introduction>>

Optimal Super Sensor Noise: $\mathcal{H}_2$ Synthesis

<<sec:optimal_fusion>>

Sensor Fusion Architecture

Super Sensor Noise

$\mathcal{H}_2$ Synthesis of Complementary Filters

Example

Robustness Problem

Robust Sensor Fusion: $\mathcal{H}_\infty$ Synthesis

<<sec:robust_fusion>>

Representation of Sensor Dynamical Uncertainty

Super Sensor Dynamical Uncertainty

$\mathcal{H_\infty}$ Synthesis of Complementary Filters

Example

Optimal and Robust Sensor Fusion: Mixed $\mathcal{H}_2/\mathcal{H}_\infty$ Synthesis

<<sec:optimal_robust_fusion>>

Sensor Fusion Architecture

Synthesis Objective

Mixed $\mathcal{H}_2/\mathcal{H}_\infty$ Synthesis

Example

Experimental Validation

<<sec:experimental_validation>>

Experimental Setup

Sensor Noise and Dynamical Uncertainty

Mixed $\mathcal{H}_2/\mathcal{H}_\infty$ Synthesis

Super Sensor Noise and Dynamical Uncertainty

Conclusion

<<sec:conclusion>>

Acknowledgment

Bibliography   ignore

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