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Sensor Navigation

Sensor Dead Reckoning

In this project, I demonstrate using an IMU sensor to perform reliable pedestrian dead reckoning (PDR)
IMU sensor measures acceleration, rotation and magnetic field
Walking dynamics produces noisy sensor data which is not useful for inertial navigation
To overcome this, we can process sensor data into useful user motion based on a walking dynamics model

The PDR Engine

The PDR engine relies on two modules:

Assuming a constant device to user reference, we can infer user motion with user speed propagated by heading estimate
User motion is best visualized in a trajectory plot shown below

This data can be combined with GNSS receiver via sensor fusion to achieve high position accuracy in GNSS challenged environment
This can also be used as standalone navigation in indoor environment