diff --git a/tex/bare_conf.tex b/tex/bare_conf.tex
index 1e72857..676e96e 100644
--- a/tex/bare_conf.tex
+++ b/tex/bare_conf.tex
@@ -92,6 +92,7 @@
 % units for the SI package
 \newcommand{\centimeter}{cm}
 \newcommand{\meter}{m}
+\newcommand{\squaremeter}{m^{2}}
 \newcommand{\per}{/}
 \newcommand{\milli}{m}
 \newcommand{\second}{s}
@@ -249,8 +250,6 @@
 
 \input{chapters/usage}
 
-\input{chapters/test}
-
 \input{chapters/experiments}
 
 \input{chapters/conclusion}
diff --git a/tex/chapters/experiments.tex b/tex/chapters/experiments.tex
index d9e52c7..9805c48 100644
--- a/tex/chapters/experiments.tex
+++ b/tex/chapters/experiments.tex
@@ -24,4 +24,4 @@ At first we evaluate the accuracy of our method as a function of the bandwidth $
 
 \subsection{Performance}
 
-\subsection{Real World}
+\input{chapters/realworld}
diff --git a/tex/egbib.bib b/tex/egbib.bib
index 659b164..445c2b9 100644
--- a/tex/egbib.bib
+++ b/tex/egbib.bib
@@ -2873,13 +2873,6 @@ year = {2003}
    issn      = {}
 }
 
-@article{Ebner-17,
-    author={F. Ebner and T. Fetzer and F. Deinzer and M. Grzegorzek},
-    journal={{IMWUT}},
-    title={{On Wi-Fi Optimizations for Smartphone-based Indoor Localization}},
-    year={2017, submitted},
-}
-
 @inproceedings{Verma2003,
 author = {Verma, Vandi and Thrun, Sebastian and Simmons, Reid},
 doi = {10.1.1.68.4380},
@@ -3072,4 +3065,31 @@ year = {2003}
     publisher = {Wiley},
     isbn = {978-0-471-69755-8},
     series = {Wiley series in probability and statistics}
-}
\ No newline at end of file
+}
+
+
+@Article{Ebner17,
+AUTHOR = {Ebner, Frank and Fetzer, Toni and Deinzer, Frank and Grzegorzek, Marcin},
+TITLE = {On Wi-Fi Model Optimizations for Smartphone-Based Indoor Localization},
+JOURNAL = {ISPRS International Journal of Geo-Information},
+VOLUME = {6},
+YEAR = {2017},
+NUMBER = {8},
+URL = {http://www.mdpi.com/2220-9964/6/8/233},
+ISSN = {2220-9964},
+DOI = {10.3390/ijgi6080233}
+}
+
+@INPROCEEDINGS{Fetzer17,
+author={T. Fetzer and F. Ebner and F. Deinzer and M. Grzegorzek},
+booktitle={2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN)},
+title={Recovering from sample impoverishment in context of indoor localisation},
+year={2017},
+pages={1-8},
+doi={10.1109/IPIN.2017.8115863},
+ISSN={},
+month={Sept},}
+
+
+
+