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MBulli
2018-02-26 19:38:03 +01:00
parent 6f9d191622
commit 9d4927a365
3 changed files with 8 additions and 13 deletions
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tex/chapters/realworld.tex
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@@ -45,8 +45,7 @@ Additionally, in most real world scenarios many particles share the same weight
\label{fig:realWorldTime}
\end{figure}
Further investigating fig. \ref{fig:realWorldTime}, the boxKDE performs slightly better then the weighted-average, however after deploying \SI{100} MC runs, the difference becomes insignificant.
\commentByMarkus{Was sind MC Runs? Die Abkürzung kommt das erste mal vor.}
Further investigating fig. \ref{fig:realWorldTime}, the boxKDE performs slightly better then the weighted-average, however after deploying \SI{100} Monte Carlo runs, the difference becomes insignificant.
The main reason for this are again multimodalities caused by faulty or delayed measurements, especially when entering or leaving rooms.
Within our experiments the problem occurred due to slow and attenuated Wi-Fi signals inside thick-walled rooms.
While the system's dynamics are moving the particles outside, the faulty Wi-Fi readings are holding back a majority by assigning corresponding weights.