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A GNSS odometry implementation using time differences of carrier phase (TDCP) measurements and factor graph optimization

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A GNSS odometry implementation using time differences of carrier phase (TDCP) measurements and factor graph optimization

Quick-and-dirty implementation based on:

T. Suzuki, "GNSS Odometry: Precise Trajectory Estimation Based on Carrier Phase Cycle Slip Estimation," in IEEE Robotics and Automation Letters, vol. 7, no. 3, pp. 7319-7326, July 2022, doi: 10.1109/LRA.2022.3182795

and using GTSAM.

Vanilla implementation with some modifications:

  • GPS only
  • No loop closure (60 s)
  • No loop lock indicator (LLI) flag
  • Evaluation using Vincenty's formula instead of ATE (absolute trajectory error) + score (comparison against Weighted Least Squares, WLS)

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A GNSS odometry implementation using time differences of carrier phase (TDCP) measurements and factor graph optimization

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