1. Introduction
  2. Getting Started
  3. 1. Installation
    ❱
    1. 1.1. System Requirements
    2. 1.2. Installing from Crates.io
    3. 1.3. Building from Source
  4. 2. Quick Start
  5. User Guide
  6. 3. Overview
  7. 4. Core Concepts
    ❱
    1. 4.1. Strapdown Mechanization
    2. 4.2. Coordinate Frames
    3. 4.3. State Representation
  8. 5. Running Simulations
    ❱
    1. 5.1. Open-Loop (Dead Reckoning)
    2. 5.2. Closed-Loop (UKF/EKF)
    3. 5.3. Particle Filter
  9. 6. Input Data Format
  10. 7. Configuration Files
  11. 8. Logging
  12. Navigation Filters
  13. 9. Kalman Filters
    ❱
    1. 9.1. Extended Kalman Filter (EKF)
    2. 9.2. Unscented Kalman Filter (UKF)
    3. 9.3. Comparison: EKF vs UKF
  14. 10. Particle Filters
    ❱
    1. 10.1. Rao-Blackwellized Particle Filter
  15. 11. Measurement Models
  16. Geophysical Navigation
  17. 12. Overview
  18. 13. Gravity Anomaly Navigation
  19. 14. Magnetic Anomaly Navigation
  20. 15. Data Sources and Maps
  21. GNSS Degradation Scenarios
  22. 16. Fault Simulation
  23. 17. Dropout Scenarios
  24. 18. Reduced Update Rates
  25. 19. Measurement Corruption
  26. API Reference
  27. 20. strapdown-core
    ❱
    1. 20.1. earth Module
    2. 20.2. kalman Module
    3. 20.3. measurements Module
    4. 20.4. particles Module
    5. 20.5. sim Module
  28. 21. strapdown-sim
  29. 22. strapdown-geonav
  30. Examples and Tutorials
  31. 23. Example Configurations
  32. 24. Tutorial: Basic INS Simulation
  33. 25. Tutorial: GPS Degradation
  34. 26. Tutorial: Using the Particle Filter
  35. Development
  36. 27. Contributing
  37. 28. Building and Testing
  38. 29. Performance Baselines
  39. 30. Architecture
  40. 31. Project Structure
  41. FAQ
  42. 32. Frequently Asked Questions
  43. Additional Resources
  44. 33. Publications
  45. 34. External Links
  46. 35. Glossary

Strapdown-rs Documentation

Kalman Filters