MATLAB Implementation of Joint Probabilistic Data Association (JPDA) Algorithm
JPDA Implementation Program for Multi-Target Tracking Environments with Core Algorithm Code Structure
Additive Gaussian Noise Removal from Signals Using Bispectral and Wavelet Transform Methods
This set of programs implements additive Gaussian noise removal through bispectral analysis and wavelet transforms. Key implementations include: 1. Bispectral analysis program for single variables calculating third-order cumulants and Fourier transforms 2. Autocorrelation function computation using inverse Fourier transform with proper normalization 3. Spectral analysis suite using FFT for preference spectrum, power spectrum, RMS spectrum, and logarithmic spectrum 4. Wavelet-based denoising pipeline for .wav audio signals with white noise removal 5. Comparative analysis framework evaluating multiple wavelet types and thresholding techniques on identical signals
Extended Kalman Filter Implementation
A comprehensive Extended Kalman Filter program with customizable parameters for various applications
Algorithm for Polynomial Fitting Using Least Squares Method
This program implements the least squares polynomial fitting algorithm with significant reference value, demonstrating practical implementation of mathematical optimization techniques.
Automated License Plate Recognition System
This MATLAB-based program implements accurate license plate recognition with image processing capabilities, including sample images for demonstration.
Image Restoration for Motion Blur and Defocus Blur Problems
This program is designed for image restoration, specializing in addressing motion blur and defocus blur issues with excellent recovery results. The implementation involves point spread function estimation and deconvolution algorithms to reconstruct清晰 images.
Signal Detection Program Using Wavelet Transform Modulus Maxima Method
A comprehensive signal detection program that implements wavelet transform modulus maxima methodology for feature extraction and analysis
MATLAB Implementation of the Cordic Algorithm
MATLAB implementation of the Cordic algorithm featuring programmatically generated data files - this is the basic, unoptimized version of the algorithm
Calculating Fractal Dimension of Images Using Box-Counting Method
Implementation of fractal box-counting dimension algorithm for image analysis - a graduate-level programming assignment with code structure and mathematical foundation
Neural Network Predictive Control
Source code for neural network predictive control program implementing Radial Basis Function (RBF) neural networks