GPS Global Positioning Systems: Principles and Integration with Inertial Navigation
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Resource Overview
Detailed Documentation
GPS (Global Positioning System) serves as a cornerstone of modern navigation technology, utilizing satellite signals to deliver precise location data. The seminal textbook "GPS Global Positioning Systems - Inertial Navigation and Integration" (Wiley 2001) provides comprehensive coverage of GPS fundamentals and its integration with inertial navigation systems, including practical implementation strategies for coordinate transformation algorithms and signal processing techniques.
The GPS system operates by processing signals from multiple satellites, where receivers determine position through signal propagation time calculations using trilateration algorithms. However, GPS performance degrades in signal-challenged environments like tunnels or urban canyons. Inertial Navigation Systems (INS) compensate for these limitations by employing accelerometers and gyroscopes to measure motion changes. INS implementations typically involve numerical integration of acceleration data (through double integration for position calculation) and orientation tracking using quaternion or Euler angle representations, though accumulated errors require sophisticated correction methods.
The textbook emphasizes GPS-INS integration techniques that leverage sensor fusion algorithms to enhance navigation accuracy and reliability. This combined approach finds critical applications in aerospace, autonomous vehicles, and defense systems. Key technical understanding involves mastering error compensation algorithms like Kalman filtering - particularly extended Kalman filters (EKF) for non-linear systems - which recursively estimate system states while minimizing measurement uncertainties. Implementation typically involves state vector initialization, prediction steps using system models, and measurement updates incorporating GPS and INS data streams for robust navigation solutions.
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