dehaeze20_optim_robus_compl.../paper/paper.org

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#+TITLE: Robust and Optimal Sensor Fusion
:DRAWER:
#+LATEX_CLASS: IEEEtran
#+LATEX_CLASS_OPTIONS: [conference]
#+OPTIONS: toc:nil todo:nil
#+STARTUP: overview
#+DATE: {{{time(%Y-%m-%d)}}}
#+AUTHOR: @@latex:\IEEEauthorblockN{Dehaeze Thomas}@@
#+AUTHOR: @@latex:\IEEEauthorblockA{\textit{European Synchrotron Radiation Facility} \\@@
#+AUTHOR: @@latex:Grenoble, France\\@@
#+AUTHOR: @@latex:\textit{Precision Mechatronics Laboratory} \\@@
#+AUTHOR: @@latex:\textit{University of Liege}, Belgium \\@@
#+AUTHOR: @@latex:thomas.dehaeze@esrf.fr@@
#+AUTHOR: @@latex:}\and@@
#+AUTHOR: @@latex:\IEEEauthorblockN{Collette Christophe}@@
#+AUTHOR: @@latex:\IEEEauthorblockA{\textit{BEAMS Department}\\@@
#+AUTHOR: @@latex:\textit{Free University of Brussels}, Belgium\\@@
#+AUTHOR: @@latex:\textit{Precision Mechatronics Laboratory} \\@@
#+AUTHOR: @@latex:\textit{University of Liege}, Belgium \\@@
#+AUTHOR: @@latex:ccollett@ulb.ac.be@@
#+AUTHOR: @@latex:}@@
#+LATEX_HEADER: \IEEEoverridecommandlockouts
#+LATEX_HEADER: \usepackage{cite}
#+LATEX_HEADER: \usepackage{showframe}
#+LATEX_HEADER: \usepackage{amsmath,amssymb,amsfonts}
#+LATEX_HEADER: \usepackage{algorithmic}
#+LATEX_HEADER: \usepackage{graphicx}
#+LATEX_HEADER: \usepackage{textcomp}
#+LATEX_HEADER: \usepackage{xcolor}
#+LATEX_HEADER: \usepackage{cases}
#+LATEX_HEADER: \usepackage{tabularx,siunitx,booktabs}
#+LATEX_HEADER: \usepackage{algorithmic}
#+LATEX_HEADER: \usepackage{import, hyperref}
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#+LATEX_HEADER: \def\BibTeX{{\rm B\kern-.05em{\sc i\kern-.025em b}\kern-.08em T\kern-.1667em\lower.7ex\hbox{E}\kern-.125emX}}
\bibliographystyle{IEEEtran}
:END:
* LaTeX Config :noexport:
#+begin_src latex :tangle config.tex
#+end_src
* Build :noexport:
#+NAME: startblock
#+BEGIN_SRC emacs-lisp :results none
(add-to-list 'org-latex-classes
'("IEEEtran"
"\\documentclass{IEEEtran}"
("\\section{%s}" . "\\section*{%s}")
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("\\subsubsection{%s}" . "\\subsubsection*{%s}")
("\\paragraph{%s}" . "\\paragraph*{%s}")
("\\subparagraph{%s}" . "\\subparagraph*{%s}"))
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(defun delete-org-comments (backend)
(loop for comment in (reverse (org-element-map (org-element-parse-buffer)
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do
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;; add to export hook
(add-hook 'org-export-before-processing-hook 'delete-org-comments)
;; Remove hypersetup
(setq org-latex-with-hyperref nil)
#+END_SRC
* Abstract :ignore:
#+begin_abstract
Abstract text to be done
#+end_abstract
* Keywords :ignore:
#+begin_IEEEkeywords
Complementary Filters, Sensor Fusion, H-Infinity Synthesis
#+end_IEEEkeywords
* Introduction
<<sec:introduction>>
* Optimal Super Sensor Noise: $\mathcal{H}_2$ Synthesis
<<sec:optimal_fusion>>
** Sensor Fusion Architecture
#+name: fig:sensor_fusion_noise_arch
#+caption: Figure caption
#+attr_latex: :scale 1
[[file:figs/sensor_fusion_noise_arch.pdf]]
** Super Sensor Noise
** $\mathcal{H}_2$ Synthesis of Complementary Filters
#+name: fig:h_two_optimal_fusion
#+caption: Figure caption
#+attr_latex: :scale 1
[[file:figs/h_two_optimal_fusion.pdf]]
** Example
** Robustness Problem
* Robust Sensor Fusion: $\mathcal{H}_\infty$ Synthesis
<<sec:robust_fusion>>
** Representation of Sensor Dynamical Uncertainty
#+name: fig:sensor_fusion_arch_uncertainty
#+caption: Figure caption
#+attr_latex: :scale 1
[[file:figs/sensor_fusion_arch_uncertainty.pdf]]
** Super Sensor Dynamical Uncertainty
#+name: fig:uncertainty_set_super_sensor
#+caption: Figure caption
#+attr_latex: :scale 1
[[file:figs/uncertainty_set_super_sensor.pdf]]
** $\mathcal{H_\infty}$ Synthesis of Complementary Filters
#+name: fig:h_infinity_robust_fusion
#+caption: Figure caption
#+attr_latex: :scale 1
[[file:figs/h_infinity_robust_fusion.pdf]]
** Example
* Optimal and Robust Sensor Fusion: Mixed $\mathcal{H}_2/\mathcal{H}_\infty$ Synthesis
<<sec:optimal_robust_fusion>>
** Sensor Fusion Architecture
#+name: fig:sensor_fusion_arch_full
#+caption: Figure caption
#+attr_latex: :scale 1
[[file:figs/sensor_fusion_arch_full.pdf]]
** Synthesis Objective
** Mixed $\mathcal{H}_2/\mathcal{H}_\infty$ Synthesis
#+name: fig:mixed_h2_hinf_synthesis
#+caption: Figure caption
#+attr_latex: :scale 1
[[file:figs/mixed_h2_hinf_synthesis.pdf]]
** 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:
\bibliography{ref}