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main_Paper_Final.tex
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main_Paper_Final.tex
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%preamble - package inclusion and set up
\input{setup/preamblePaper.tex}
%macros - please read this file
\input{setup/macros.tex}
\begin{document} % TIP: If you are using TeXstudio you can open
%\tableofcontents % the file by Ctrl+LeftClick on setup/macros.tex
%\pagebreak % If the file doesn't exist, you will be asked
% weather or not you want to create it.
%\begin{center}
% \vspace{5cm}
% \Huge{Worksheets}
%\end{center}
%\clearpage
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%||||||| Example Inputs ||||||||
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% \input{chapters/aFigureSample.tex} %|||||||
% \input{chapters/bTableSample.tex} %|||||||
% \input{chapters/cEquationSample.tex} %|||||||
% \input{chapters/dTikzSample.tex} %|||||||
% \input{chapters/eCodeSample.tex} %|||||||
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%%% Prereport %%%
\setlength\cftaftertoctitleskip{2pt}
\setlength\cftafterloftitleskip{6pt}
\setlength\cftafterlottitleskip{6pt}
%\selectlanguage{danish}
%\title{Testing the performance of linear regressors using inertial information combined with sEMG to minimize the limb position effect in proportional and simultaneous control of lower arm prosthetics.}
%%% Frontmatter Settings %%%
\pagestyle{empty} %disable headers and footers
\pagenumbering{roman} %use roman page numbering in the frontmatter I II...
% \fancyfoot[RE,LO]{17gr7404} %page number on all pages
% \fancyfoot[LE,RO]{\thepage}
% \fancyhead[LE,LO,RE,RO]{}
%%% Introductory Formalities %%%
%\includepdf[pages={1}]{formalities/frontpage.pdf}
\input{formalities/frontpage.tex} % <--- the frontpage
% \pagestyle{fancy}
%%\include{formalities/kolofon}
% \input{formalities/titleSheet.tex} % <--- the titlesheet - contains the synopsis!!
%%%% Preface %%%
% \cleardoublepage
% \input{contents/bIntro/abstract.tex} % <--- this is the abstract!!
%%\clearpage
% \input{formalities/forord.tex} % <--- the preface
%
% \pdfbookmark[0]{Table of Contents}{label: tableOfCentents}
% \tableofcontents
%% \cleardoublepage
%%% Mainmatter Settings %%%
\pagenumbering{arabic} %use arabic page numbering in the mainmatter
\fancyhf{}
\fancyfoot[C]{\thepage} %\text{ of} \pageref{LastPage} % ADD LABLE{LASTPAGE} TO LAST PAGE !!
%\fancyfoot[RE,LO]{18gr8408} %
%\fancyhead[RE,LO]{} %% } consider fancyfoots
%\fancyhead[RE,LO]{\color{aaublue}\small\nouppercase\leftmark} %even page - chapter title %
\pagestyle{fancy}
%---------------------------INPUTS-------------------------------
%\input{contents/statusText.tex}
%\chapter{Introduction} \label{chap:Introduction}
%\input{contents/aIntroduction/introduction.tex}
\setcounter{topnumber}{6}
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\setcounter{totalnumber}{10}
\renewcommand{\topfraction}{1}
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% The following packages can be found on http:\\www.ctan.org
%\usepackage{graphics} % for pdf, bitmapped graphics files
%\usepackage{epsfig} % for postscript graphics files
%%\usepackage{mathptmx} % assumes new font selection scheme installed
%%\usepackage{times} % assumes new font selection scheme installed
%%\usepackage{amsmath} % assumes amsmath package installed
%%\usepackage{amssymb} % assumes amsmath package installed
%\usepackage{subfigure}
%\usepackage{float}
%
%\restylefloat{figure}
%\title{\LARGE \bf
% The effect of limb position on myoelectric prosthetic control using linear regression
%}%final name
%\author{ \parbox{3 in}{\centering Huibert Kwakernaak*
% \thanks{*Use the $\backslash$thanks command to put information here}\\
% Faculty of Electrical Engineering, Mathematics and Computer Science\\
% University of Twente\\
% 7500 AE Enschede, The Netherlands\\
% {\tt\small h.kwakernaak@autsubmit.com}}
% \hspace*{ 0.5 in}
% \parbox{3 in}{ \centering Pradeep Misra**
% \thanks{**The footnote marks may be inserted manually}\\
% Department of Electrical Engineering \\
% Wright State University\\
% Dayton, OH 45435, USA\\
% {\tt\small pmisra@cs.wright.edu}}
%}
%\author{Simon Bruun, Oliver Thomsen Damsgaard, Martin Alexander Garenfeld, Irene Uriarte}% <-this % stops a space
%\begin{document}
% \maketitle
% \thispagestyle{empty}
% \pagestyle{empty}
\begin{center}
{\huge\textbf{Examining if Confidence Score Feedback During User Training Can Improve Users' Ability in Controlling Upper Limb Prosthetics}}
{\large \textbf{Simon Bruun*, Oliver T. Damsgaard*, Martin A. Garenfeld* and Christian K. Mortensen*}} \\
{\small \textit{* Undergrad. Student, AAU}}
\end{center}
\begin{multicols}{2}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% \include{content/aAbstract}
\textbf{\textit{Abstract}
\input{contents/aIntroduction/abstract.tex}}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section*{I. INTRODUCTION}%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\input{contents/aIntroduction/introduction.tex}
\section*{II. BACKGROUND}%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% \subsubsection*{Confidence Scores}
\input{contents/zxPaper/conf.tex}
\section*{III. METHODS}%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subsubsection*{Subjects}
\input{contents/zxPaper/subjects.tex}
\subsubsection*{Experimental Protocol}
\input{contents/zxPaper/ex_protocol.tex}
\subsubsection*{Data Acquisition}
\input{contents/zxPaper/data_acq.tex}
% \subsubsection*{Cluster Dispersion and Separability}
% \input{contents/zxPaper/cluster.tex}
\subsubsection*{Feature Extraction}
\input{contents/zxPaper/feature_ex.tex}
% \subsubsection*{Confidence Scores}
% \input{contents/zxPaper/conf.tex}
\subsubsection*{Proportional Control}
\input{contents/zxPaper/control.tex}
\subsubsection*{User Training}
\input{contents/zxPaper/user_training.tex}
\subsubsection*{Performance Test}
\input{contents/zxPaper/performancetest.tex}
\subsubsection*{Cluster Dispersion and Separability}
\input{contents/zxPaper/cluster.tex}
\subsubsection*{Statistical Analysis}
\input{contents/zxPaper/statisticalanalysis.tex}
\section*{IV. RESULTS}%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\input{contents/zxPaper/ResultsPaper.tex}
%\begin{multicols}{2}
\section*{V. DISCUSSION}%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\input{contents/cResults/discussion.tex}
\subsection*{VI. CONCLUSION}%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\input{contents/cResults/conclusion.tex}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subsection*{ACKNOWLEDGMENT}
The authors would like to thank supervisors Strahinja Dosen, Jakob Lund Dideriksen and Lotte N.S. Andreasen Struijk for providing constructive feedback, and the School of Medicine and Health at Aalborg University for providing equipment and the facilities to complete this study. Additionally, the authors are very thankful for all the voluntary participants.
\renewcommand*{\bibfont}{\small}
\urlstyle{same}
\printbibliography
\clearpage
\section*{APPENDIX}%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\input{contents/zxPaper/appendix.tex}
% \bibitem{citeKey} author, title, publisher , volume, year
% \begin{thebibliography}{99}
% \bibitem{Fougner2012} Fougner, Anders and Stavdahl, Oyvind and Kyberd, Peter J. and Losier, Yves G. and Parker, Philip A., Control of upper limb prostheses: Terminology and proportional myoelectric control a review, IEEE Trans. Neural Syst. Rehabil. Eng., 20, 2012
% \bibitem{amsuess2014} Amsuess, Sebastian and Goebel, Peter and Graimann, Bernhard and Farina, Dario, Extending mode switching to multiple degrees of freedom in hand prosthesis control is not efficient, 2014
% \bibitem{Ison2016} Ison, M and Vujaklija, I and Whitsell, B and Farina, D, High-density electromyography and motor skill learning for robust long-term control of a 7-DoF robot arm, IEEE Trans., 24, 2016
% \bibitem{hahne2014} Hahne, J. M. and Biebmann, F. and Jiang, Ning and Rehbaum, Hubertus and Farina, Dario and Meinecke, F. C. and Muller, K.-R and Parra, L. C., Linear and Nonlinear Regression Techniques for Simultaneous and Proportional Myoelectric Control, IEEE Trans. Neural Syst. Rehabil. Eng., 22, 2014
% \bibitem{jiang2010} Jiang, Ning and Vujaklija, Ivan and Rehbaum, Hubertus and Graimann, Bernhard and Farina, Dario, Is accurate mapping of EMG signals on kinematics needed for precise online myoelectric control?, IEEE Trans. Neural Syst. Rehabil. Eng., 22, 2014
% \bibitem{jiang2012} Jiang, Ning and Dosen, Strahinja and Muller, K R and Farina, Dario, Myoelectric Control of Artificial Limbs: Is There a Need to Change Focus?, IEEE Signal Process. Mag., 29, 2012
% \bibitem{Fougner2011} Fougner, Anders and Scheme, Erik and Chan, Adrian D.C. and Englehart, Kevin and Stavdahl, {\O}yvind, Resolving the limb position effect in myoelectric pattern recognition, IEEE Trans. Neural Syst. Rehabil. Eng., 19, 2011
% \bibitem{DeRugy2012} de Rugy, A. and Loeb, G. E. and Carroll, T. J., Muscle Coordination Is Habitual Rather than Optimal, J. Neurosci., 32, 2012
% \bibitem{jiang2009} Jiang, Ning and Englehart, Kevin B. and Parker, Philip A., Extracting simultaneous and proportional neural control information for multiple-dof prostheses from the surface electromyographic signal, IEEE Trans. Biomed. Eng., 56, 2009
% \bibitem{Roy2010} Roy, Serge H and Cheng, M Samuel, A Combined sEMG and Accelerometer System for Monitoring Functional Activity in Stroke, Vital Heal. Stat. Ser. 20, 17, 2010
% \bibitem{Imtiaz2014} Imtiaz, U. and Yamamura, K. and Kong, W. and Sessa, S. and Lin, Z. and Bartolomeo, L. and Ishii, H. and Zecca, M. and Yamada, Y. and Takanishi, A., Application of wireless inertial measurement units and EMG sensors for studying deglutition - Preliminary results, Annu. Int. Conf. IEEE Eng. Med. Biol. Soc. IEEE Eng. Med. Biol. Soc., 2014
% \bibitem{Mendez2017} Mendez, I and Hansen, B W and Grabow, C M and Smedegaard, E J L and Skogberg, N B and Uth, X J and Bruhn, A and Geng, B and Kamavuako, E N, Evaluation of the Myo Armband for the Classification of hand motions, 2017
% \bibitem{mobarak2014} Mobarak, Michele Pla and Manuel, Juan and Salgado, Guti{\'{e}}rrez, Transient State Analysis of the Multichannel EMG Signal Using Hjorth ' s Parameters for Identification of Hand Movements, Ninth Int. Multi-Conference Comput. Glob. Inf. Technol., 2014
% \bibitem{Farfan2010} Farf{\'{a}}n, Fernando D and Politti, Julio C and Felice, Carmelo J, Evaluation of EMG processing techniques using Information Theory, Biomed. Eng. Online, 9, 2010
% \bibitem{Zecca2002} Zecca, M. and Micera, Silvestro and Carrozza, M. C. and Dario, P., Control of Multifunctional Prosthetic Hands by Processing the Electromyographic Signal, Crit. Rev. Biomed. Eng., 30, 2002
% \bibitem{rasool2012} Rasool, Ghulam and Bouaynaya, Nidhal and Iqbal, Kamran, MUSCLE ACTIVITY DETECTION FROM MYOELECTRIC SIGNALS BASED ON THE AR-GARCH MODEL, 2012
% \bibitem{Krasoulis2015} Krasoulis, Agamemnon and Vijayakumar, Sethu and Nazarpour, Kianoush, Evaluation of regression methods for the continuous decoding of finger movement from surface EMG and accelerometry, Int. IEEE/EMBS Conf. Neural Eng. NER, 2015
% \bibitem{Hwang2017} Hwang, Han Jeong and Hahne, Janne Mathias and M{\"{u}}ller, Klaus Robert, Real-time robustness evaluation of regression based myoelectric control against arm position change and donning/doffing, PLoS One, 12, 2017
% \end{thebibliography}
%
\end{multicols}
\end{document}