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@ -44,6 +44,8 @@ Sensor Fusion
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> low pass filter, lets the low frequencies through
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> low pass filter, lets the low frequencies through
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> high pass filter, lets high frequencies through
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> high pass filter, lets high frequencies through
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> [!INFO] you can create more sophisicated algorithms, but these usually introduce latency
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Dead Reckoning
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Dead Reckoning
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- Dead Reckoning
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- Dead Reckoning
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- Estimates current position using
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- Estimates current position using
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@ -53,6 +55,7 @@ Dead Reckoning
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- Elapsed time
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- Elapsed time
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- Used in all kinds of navigation (Marine, Aerial, Car, Robot, Pedestrian, .. )
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- Used in all kinds of navigation (Marine, Aerial, Car, Robot, Pedestrian, .. )
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> [!INFO] guessing where you are based on you previous movements
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- Starting with a reference point (known position)
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- Starting with a reference point (known position)
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- Detect relative movements
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- Detect relative movements
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@ -61,3 +64,20 @@ Dead Reckoning
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- Magnetometer and gyroscope (orientation)
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- Magnetometer and gyroscope (orientation)
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- Barometer (level changes)
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- Barometer (level changes)
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> [!INFO] GPS in cars sometimes just put you on the nearest road
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> robots use a lot of dead reckoning
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- Starting with a reference point (known position)
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- Detect relative movements
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- Smartphone sensors can be used
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- Accelerometer – step detection (distance)
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- Magnetometer and gyroscope (orientation)
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- Barometer (level changes)
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- Issues:
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- Even small errors lead to incorrect positions
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- Subsequent errors increase incorrectness
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- Orientation is biggest issues
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- Periodic recalibration with new reference point required
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