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IPIN2016/competition/tex/chapters/stepturn.tex
2016-07-11 12:18:00 +02:00

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\subsection{Step- and Turn-Detection}
The smartphone's IMU is used to track the number of steps the pedestrian has made
(accelerometer) as well as the relative heading change (gyroscope) since the last transition
\cite{ebner-15}.%
%
To avoid potential sample impoverishment, which is induced when using the state transition as proposal distribution,
we use both values directly within the transition step to constrain the to-be-walked distance and direction for the
random walk.