From 3f5eab93becd3bca7a761a90c827b151fe590337 Mon Sep 17 00:00:00 2001 From: Markus Bullmann Date: Wed, 4 Mar 2020 09:15:15 +0100 Subject: [PATCH] Changes --- tex/chapters/8_experiments.tex | 29 +++++++++++++++---- tex/gfx/placeholder/DistMeasMean.png | Bin 38607 -> 0 bytes tex/gfx/placeholder/DistMeasMeanPerNuc.png | Bin 0 -> 87043 bytes tex/gfx/placeholder/DistMeasMeanPerPixel.png | Bin 34386 -> 82522 bytes tex/misc/keywords.tex | 6 ++++ 5 files changed, 29 insertions(+), 6 deletions(-) delete mode 100644 tex/gfx/placeholder/DistMeasMean.png create mode 100644 tex/gfx/placeholder/DistMeasMeanPerNuc.png diff --git a/tex/chapters/8_experiments.tex b/tex/chapters/8_experiments.tex index 630d92c..e824a83 100644 --- a/tex/chapters/8_experiments.tex +++ b/tex/chapters/8_experiments.tex @@ -106,24 +106,41 @@ In total there are eight phone AP combinations. \autoref{fig:DistMeasMeanNucPixel}~\subref{fig:DistMeasMeanNucPixel:a} shows the average measured distance per smartphone in respect to the ground truth distance. Likewise, \autoref{fig:DistMeasMeanNucPixel}~\subref{fig:DistMeasMeanNucPixel:b} depicts the average measured distance per access point. The corresponding values of these figures are shown in \autoref{tab:distvaluesPixels} and \autoref{tab:distvaluesNUCs}. -Interestingly, both the wireless cards and the Pixel devices exhibit some tendency regarding the measurement error. +Interestingly, both the wireless cards and the Pixel devices exhibit some similar tendency regarding the measurement error. -As seen in \autoref{fig:DistMeasMeanNucPixel}~\subref{fig:DistMeasMeanNucPixel:a} the Pixel3a tends to underestimate the distance. +As seen in \autoref{fig:DistMeasMeanNucPixel}~\subref{fig:DistMeasMeanNucPixel:a} the Pixel 3a tends to underestimate the distance. Only at \SI{6}{m} and \SI{10}{m} the estimated distance is slightly larger compared to the true distance. -The overall +The overall error is mostly negative and the mean absolute error is $\SI{1}{m}$. +Contrarily, the Pixel 2 XL tends to overestimates the distance compared to the groundtruth distance. +Here the mean absolute error is $\SI{1.4}{m}$. +However, at the \SI{16}{m} mark the measured mean distance of the Pixel 2 XL significantly increases. +Computing the mean absolute error only in the interval of $[\SI{2}{m}, \SI{16}{m}]$ reduces the Pixel 2 XL error to $\SI{0.6986}{m}$, while the Pixel 3a error changes negligible. + +At \SI{16}{m} the Pixel 3a stops to underestimate the distance and the measurements at \SI{18}{m} and \SI{20}{m} are quite close to the true distance. +In contrast, the Pixel 2 XL starts to increasingly overestimate the true distance which results in large error values ($\approx \SI{4}{m}$). +The same behavior is observable for the Intel AC 8260 and 9460 cards. +Again at \SI{16}{m} both cards start to overestimate the true distance. + +For distances smaller than \SI{16}{m} the \intelOld also underestimates the distance with a mean absolute error of \SI{1.11}{m} in that range. +Like the \pixelOld the error increases for larger distances, however, somewhat smaller with $\approx \SI{2}{m}$. +In total the \intelNew card tends to provide an accurate distance estimate but has some outliers at \SI{6}{m} and \SI{10}{m} but never underestimates the true distance. + +While the mean distance over many measurements is relevant for stationary measure points, in our scenario a pedestrian is moving with the smartphone. +Therefore, only one or a few measurements can be observed at a given position. +A more expressive visualization for this scenario is given with the CDF graph in \autoref{fig:DistMeasMeanNucPixel}~\subref{fig:DistMeasMeanNucPixel:c}. \begin{figure}[ht] \begin{minipage}{.5\textwidth} \centering -\subfloat[]{\label{fig:DistMeasMeanNucPixel:a}\includegraphics[width=\textwidth]{DistMeasMeanPerPixel.png}} +\subfloat[]{\label{fig:DistMeasMeanNucPixel:a}\includegraphics[width=0.8\textwidth]{DistMeasMeanPerPixel.png}} \end{minipage}% \begin{minipage}{.5\textwidth} \centering -\subfloat[]{\label{fig:DistMeasMeanNucPixel:b}\includegraphics[width=\textwidth]{DistMeasMean.png}} +\subfloat[]{\label{fig:DistMeasMeanNucPixel:b}\includegraphics[width=0.8\textwidth]{DistMeasMeanPerNuc.png}} \end{minipage}\par\medskip \centering -\subfloat[CDF of error]{\label{main:c}\includegraphics[width=\textwidth]{DistMeasCDF.png}} +\subfloat[CDF of error]{\label{fig:DistMeasMeanNucPixel:c}\includegraphics[width=\textwidth]{DistMeasCDF.png}} \caption{my fig} \label{fig:DistMeasMeanNucPixel} diff --git a/tex/gfx/placeholder/DistMeasMean.png b/tex/gfx/placeholder/DistMeasMean.png deleted file mode 100644 index 8ed5546e25dee9a7aa6706d0932de4c5fb965fb7..0000000000000000000000000000000000000000 GIT binary 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