small changes in abstract and intro
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@@ -6,6 +6,6 @@ In order to create such paths, we present a method that assigns an importance-fa
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The human movement is then modelled by moving along adjacent nodes into the most proper walking-direction.
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To enable 3D localisation, realistically shaped stairs for step-wise floor changes are used.
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The position is estimated over multiple floors integrating different sensor modalities, namely Wi-Fi, iBeacons, barometer, step- and turn-detection.
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The system was tested by omitting any time-consuming fingerprinting and calibration process and starts with a uniform distribution over the whole building instead of a well known pedestrian location.
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The system was tested by avoiding any time-consuming fingerprinting and calibration process and starts with a uniform distribution over the whole building instead of a well known pedestrian location.
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The evaluation shows that adding prior knowledge is able to improve the localisation, even under unpredictable behaviour, faulty measurements and poorly chosen system parameters.
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\end{abstract}
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@@ -37,8 +37,8 @@ Despite very good results, the system presented in \cite{Ebner-15} suffers from
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First, the transition model of our previous approach uses discrete floor-changes.
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Although the overall system provides viable results, it does not resemble real-world floor changes.
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Especially the barometer is affected due to its continuous pressure measurements.
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The discrete model prevents the barometer's full potential.
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Especially the barometric model is affected due to its continuous pressure measurements.
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The discrete model limits the barometer's full potential.
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It could further be shown that a correct estimation strongly depends on the quality of $z$-transitions.
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To address this problem we extended the graph by adding realistic stairs, allowing a step-wise transition in the $z$-direction.
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