Surface Wave Inversion
A practical surface wave inversion example with comprehensive documentation to facilitate effective utilization of seismic data processing algorithms.
An Example of Surface Wave Inversion
A practical example of surface wave inversion with included documentation – designed for effective utilization in geophysical research and code implementation.
GPS/INS Position Integration Output Correction Matlab Simulation Code
GPS/INS Position Integration Output Correction Matlab Simulation File Description: s_GPS_INS_position_sp_demo.m - Main integration file implementing the correction framework kalman_GPS_INS_position_sp_NFb.m - Kalman filter program with specialized state prediction and measurement update functions ode500.mat - Aircraft flight trajectory and INS output dataset containing position, velocity, and sensor data Place all three files in the same directory and execute the main file to run the simulation. This implementation is particularly helpful for beginners in integrated navigation systems. Simulation results are provided. Note: The simulation results use 3-hour data files, while the included data file covers 500 seconds only. Reference
Development Package for Dual-Tree Complex Wavelet Transform
A foreign-developed toolkit for dual-tree complex wavelet analysis, supporting both 1D and 2D implementations with comprehensive documentation included.
Ensemble Classifier Design Based on Random Forest Concept
This program has been tested and verified on MATLAB 2009a and 2012b versions. Some functions may not exist or have different calling formats in older versions, modifications can be made by referring to the corresponding version's help documentation. The program implements an ensemble classifier design following the random forest methodology, utilizing bootstrap aggregation and feature randomness for robust classification performance.
American Option Pricing Using Trinomial Tree Method
Trinomial tree method for American option pricing delivers superior accuracy and computational efficiency with detailed algorithm documentation included