MATLAB Implementation of ASM Algorithm
Complete MATLAB implementation of the ASM algorithm with detailed workflow and modular subroutines, including shape model construction and iterative fitting procedures.
ARMA Modeling Algorithm for Harmonic Retrieval (SVD-TLS Based Implementation)
ARMA modeling algorithm for harmonic retrieval based on SVD-TLS (from Zhang Xianda's "Modern Signal Processing"). This algorithm remains applicable for complex harmonic signals. The program requires implementation of key functions including matrix construction, singular value decomposition, and total least squares solution.
Viterbi Decoding Implementation for Convolutional Codes
Implementation of Viterbi decoding algorithm for convolutional codes with support for both soft-decision and hard-decision decoding methods, featuring algorithm explanations and code implementation details derived from English academic textbooks.
MATLAB SVM TOOLBOX Implementation
MATLAB SVM TOOLBOX - An Optimized and Accelerated Version Based on GNU Implementation
MATLAB Implementation for DC Servo Motor Control
MATLAB source code for DC servo motor control implementation, featuring a three-closed-loop control structure with position feedback, speed feedback, and current feedback. The system employs hybrid fuzzy-PID control, which automatically switches to PID control under small deviations. This approach achieves higher steady-state accuracy than pure fuzzy control, while providing faster dynamic response and smaller overshoot compared to conventional PID control.
Adaptive Filtering Algorithms and Implementation Approaches
Adaptive filtering algorithms and implementation-related code examples for reference and learning purposes.
Implementation of Non-Gaussian Markov Model for Image Pixel Brightness Differences
MATLAB source code from "What makes a good model of natural images?" (Yair Weiss and William T. Freeman, CVPR2007), implementing a non-Gaussian Markov model based on pixel brightness differences in natural images, along with practical applications built upon this statistical model.
Implementation of Midamble-Based Channel Estimation in 3G TD-SCDMA Systems
Implementation of midamble-based channel estimation in 3G TD-SCDMA systems, exploring algorithms and code-level approaches for enhanced signal accuracy
MATLAB Implementation of ECG Simulation with Algorithmic Details
ECG signal simulation developed using MATLAB, featuring mathematical modeling and digital signal processing techniques
Image Denoising Implementation Using MATLAB Programming
This program utilizes MATLAB programming for image denoising through the dual-tree complex wavelet transform (DTCWT) method, providing detailed code implementation for multi-scale analysis and threshold-based noise reduction.