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Paul Balzer

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Running, walking, sitting or biking? - Motion prediction with acceleration and rotationPyData Berlin 20152015-05-29
Smartphone and USB IMU logs at 50 Hz produce acceleration (3 axes) and rotation rate (3 axes) time series and the pipeline extracts absolute acceleration (sqrt…
Talk on
Analysing and predicting inner-city parking space occupancyPyData Berlin 20152015-05-29
City parking data from Dresden VAMOS is scraped into an API and analyzed at 15‑minute resolution over a year; Pandas handles feature engineering (time of day…
Talk on
IPython and Sympy to Develop a Kalman Filter for Multisensor Data FusionPyData Berlin 20142014-07-25
Clear claim: a working Kalman filter for a nonlinear vehicle model that fuses acceleration, speed and GPS by deriving analytic matrices symbolically with…
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