Inertial Navigation Error Analysis Program
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Resource Overview
This inertial navigation error analysis program generates error curve plots and simulates real-system error characteristics, featuring Monte Carlo simulations and statistical error modeling algorithms.
Detailed Documentation
The inertial navigation error analysis program is capable of generating error curve visualizations and simulating the error characteristics of actual systems. Through implementation of Kalman filtering algorithms and error propagation models, the program provides comprehensive error analysis results including error sources, magnitude quantification, and impact assessment on system performance. The core functionality includes covariance analysis modules and sensitivity analysis components that help engineers identify dominant error contributors. By utilizing this program, developers can gain deeper insights into navigation error patterns, enabling systematic optimization and improvement of inertial navigation systems through data-driven parameter tuning and algorithm enhancements.
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