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@@ -98,14 +98,14 @@ The BS has a similar improvement rate.
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\begin{figure}
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\centering
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\input{gfx/eval/interval_path2_compare/path2_interval_compare}
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\caption{Left: Exemplary results for path 2 where BS (blue) and filtering (green) using 2500 particles and 500 sample realisations. Right: A situation where smoothing provides a worse error in regard to the ground truth, but obviously a more realistic path.}
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\caption{a) Exemplary results for path 2 where BS (blue) and filtering (green) using 2500 particles and 500 sample realisations. b) A situation where smoothing provides a worse error in regard to the ground truth, but obviously a more realistic path.}
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\label{fig:int_path2}
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\end{figure}
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%
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Two visual examples of the smoothing outcome for path 2 are illustrated in fig. \ref{fig:int_path2}.
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It can be clearly seen, how the smoothing compensates for the faulty detected floor changes using future knowledge.
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Additionally, the initial error is reduced extremely, approximating the pedestrian's starting position down to a few centimetres.
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In the context of reducing the error as far as possible, the right side of fig. \ref{fig:int_path2} is a very interesting example.
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In the context of reducing the error as far as possible, fig. \ref{fig:int_path2} b) is a very interesting example.
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Here, the filter offers a lower approximation and positional error in regard to the ground truth.
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However it is obvious that smoothing causes the estimation to behave more natural instead of walking the supposed path.
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This phenomena could be observed for both smoothers respectively.
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@@ -1,7 +1,7 @@
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%!PS-Adobe-2.0 EPSF-2.0
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%%Title: path2_interval_compare.tex
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%%Creator: gnuplot 5.0 patchlevel 1
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%%CreationDate: Mon May 9 16:06:30 2016
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%%CreationDate: Mon May 9 16:38:10 2016
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%%DocumentFonts:
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%%BoundingBox: 50 50 294 150
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%%EndComments
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@@ -441,7 +441,7 @@ SDict begin [
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/Author (kazu)
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% /Producer (gnuplot)
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% /Keywords ()
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/CreationDate (Mon May 9 16:06:30 2016)
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/CreationDate (Mon May 9 16:38:10 2016)
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/DOCINFO pdfmark
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end
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} ifelse
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@@ -3039,14 +3039,14 @@ LTb
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stroke
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LCw setrgbcolor
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1.000 452 22 3954 220 BoxColFill
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1.000 3397 23 1449 440 BoxColFill
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1.000 UL
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LTb
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LCb setrgbcolor
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0.60 0.60 0.60 C 1.000 UL
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LTb
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@@ -7324,13 +7324,13 @@ LC1 setrgbcolor
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0.00 0.00 0.00 C LCb setrgbcolor
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1.000 UL
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LTb
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0.00 1.00 0.00 C 1640 132 M
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0.00 1.00 0.00 C 4585 353 M
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stroke
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LCb setrgbcolor
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1.000 UL
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0.00 0.00 1.00 C 4145 132 M
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0.00 0.00 1.00 C 4585 133 M
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1.000 UP
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stroke
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@@ -81,20 +81,26 @@
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\setlength{\fboxsep}{1pt}%
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\begin{picture}(4896.00,2014.00)%
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\gplgaddtomacro\gplbacktext{%
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\csname LTb\endcsname%
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\put(24,1932){\makebox(0,0)[l]{\strut{}\footnotesize{a)}}}%
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\put(2472,1932){\makebox(0,0)[l]{\strut{}\footnotesize{b)}}}%
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}%
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\gplgaddtomacro\gplfronttext{%
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}%
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\gplgaddtomacro\gplbacktext{%
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\csname LTb\endcsname%
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\put(24,1932){\makebox(0,0)[l]{\strut{}\footnotesize{a)}}}%
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\put(2472,1932){\makebox(0,0)[l]{\strut{}\footnotesize{b)}}}%
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}%
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\gplgaddtomacro\gplfronttext{%
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\csname LTb\endcsname%
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\put(1508,132){\makebox(0,0)[r]{\strut{}\footnotesize{filtered}}}%
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\put(4453,353){\makebox(0,0)[r]{\strut{}\footnotesize{filtered}}}%
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\csname LTb\endcsname%
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\put(4013,132){\makebox(0,0)[r]{\strut{}\footnotesize{smoothed (BS)}}}%
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\put(4453,133){\makebox(0,0)[r]{\strut{}\footnotesize{smoothed (BS)}}}%
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\csname LTb\endcsname%
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\put(1508,132){\makebox(0,0)[r]{\strut{}\footnotesize{filtered}}}%
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\put(4453,353){\makebox(0,0)[r]{\strut{}\footnotesize{filtered}}}%
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\csname LTb\endcsname%
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\put(4013,132){\makebox(0,0)[r]{\strut{}\footnotesize{smoothed (BS)}}}%
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\put(4453,133){\makebox(0,0)[r]{\strut{}\footnotesize{smoothed (BS)}}}%
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}%
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\gplbacktext
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\put(0,0){\includegraphics{path2_interval_compare}}%
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@@ -19,6 +19,9 @@ unset ztics
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set multiplot layout 1,2 scale 2.45,2.45 offset -0.005,0.23
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set label 1 "\\footnotesize{a)}" at screen 0.005,0.96
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set label 2 "\\footnotesize{b)}" at screen 0.505,0.96
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unset key
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splot \
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'floors.dat' notitle with lines lc rgb '#999999', \
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@@ -26,8 +29,9 @@ splot \
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'../interval_path2_good/BS/est_norm_bergwerk_path2_galaxy_simple_interval7.dat' skip 21 notitle with lines lw 1.0 lc rgb '#00FF00', \
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'../interval_path2_good/BS/est_smooth_bergwerk_path2_galaxy_simple_interval7.dat' skip 21 notitle with lines lw 1.0 lc rgb '#0000FF'
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#set key at screen 0.9,0.12 opaque box samplen 0.5 width -7.0 maxrows 1
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set key at screen 0.99,0.23 opaque box samplen 0.5 width -7.0
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set key at screen 0.9,0.12 opaque box samplen 0.5 width -7.0 maxrows 1
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splot \
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'floors.dat' notitle with lines lc rgb '#999999', \
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'../interval_path2_bad/path2.dat' notitle with lines lw 1.0 dashtype 2 lc rgb '#000000', \
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