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*Note on Video Clip: The fixed background for the entire video clip is a floor plan of the 1st floor.
The floor plan of the 2nd floor differs from that of the 1st floor, therefore the trajectory while
walking on the 2nd floor seems to cut through walls of the (1st-floor) floor plan.

Section 4: Pedestrian Tracking

 

Indoor Pedestrian Tracking

 
Principle of operation: Foot-mounted IMU
  • Records and transmits the position of a walking person.

  • Is based on our PDR system, but optimized for indoor use.

 

Above: IMU mounting Option 1: Side-mount. Can be transferred among different users.

Right: IMU mounting Option 2: In-boot. Protects IMU and adds no external appendix to the foot. Assures firm fit of the IMU.

Features

  • Eliminates effect of accelerometer drift with every step.

  • Uses patent-pending Heuristic Drift Elimination (HDE) algorithm to eliminate effects of MEMS gyros’ sensitivity to linear acceleration and drift.

Performance
  • Average heading errors near zero in walks of unlimited duration!
  • Average position errors <1% of distance traveled in walks > 30 min
  • Average elevation (Z-axis) errors: < 1 m.


Click on picture to open high-resolution version (1 MB)
Trajectory of a 1-hour walk overlaid over a satellite photo (courtesy of Microsoft Virtual Earth) of the University of Michigan’s North Campus.  The 3,900-meter (2.4 miles) long walk led back and forth through seven large, interconnected buildings. Results: Average heading error: 1.8 deg. Final position error: 8.2 m

For detailed experimental results, click here.

Limitations

  • Above claimed performance attained only inside buildings.

  • Requires 25 seconds of standing still prior to any mission.

Additional features

  • Does not require any user-specific calibration whatsoever.

  • Indifferent to user changing step-length or gait.

  • Indifferent to user walking backward or sideways.

  • Two IMU mounting options: in-boot and side-mount.

  • Temperature control system assures stable IMU temperature. under all environmental conditions.

  • Three modes for Z-axis estimates (see Table I).

Table I: The PDR system offers three modes of Z-axis estimates.
Z-axis Mode
Advantages
Disadvantages
Quick Mode
Average errors: <1.0 m. No need for floor height  measurements.
Uses barometer – therefore not compatible with pressurization techniques
Precision Mode
Average errors < 0.2 m.
Requires measurement of floor heights and uses differential barometer
Firefighter mode
Works without barometer.
Average errors: <1.5 m.
Reliability decreases in high risers.
Requires measurement of floor height.