Fuzzy Clustering Toolbox
A comprehensive fuzzy clustering toolbox featuring 4 distinct evaluation methods, complete with detailed documentation and code annotations
Fundamental Materials for Learning Kalman Filtering
This resource serves as foundational material for learning Kalman filtering, containing program implementations and documentation suitable for beginners in signal processing and state estimation.
Four Implementations of Wiener Filtering
Four implementations of Wiener filtering including comprehensive documentation and MATLAB code, featuring detailed algorithmic explanations and practical implementation insights
RLS Algorithm Multi-Microphone Speech Denoising with Least Squares Adaptive Filtering
The RLS algorithm for multi-microphone speech denoising utilizes least squares adaptive filtering techniques, including comprehensive documentation and MATLAB code implementation.
Latest Support Vector Machine Toolbox with Enhanced Features
The latest Support Vector Machine toolbox offers comprehensive functionality for streamlined machine learning workflows. Key capabilities include automated to-do list generation for project management, complete documentation support, Support Vector Regression (SVR) with epsilon-insensitive loss implementation, and intelligent model selection algorithms. Reference implementations include sequential minimal optimization (SMO) for efficient training.
Design of License Plate Recognition System with MATLAB Implementation
MATLAB-based license plate recognition system design, complete with source code and design documentation covering image processing algorithms and character recognition techniques.
Continuous Digit Speech Recognition System
A program for continuous digit speech recognition that extracts MFCC features and implements recognition using Dynamic Time Warping (DTW) algorithm, complete with comprehensive documentation
Short-Time Fourier Transform and Wavelet Transform with MATLAB Implementation
MATLAB-based implementations of Short-Time Fourier Transform (STFT) and Wavelet Transform, complete with comprehensive documentation and code examples for signal processing applications
CS Compressive Sensing GPRS Algorithm Documentation, Simulation and Validation
Comprehensive documentation for CS compressive sensing GPRS algorithm, including detailed explanations, complete simulation routines, result validation, and practical implementation examples with code descriptions.
MATLAB Implementation of Fuzzy Clustering Algorithm
A fuzzy clustering program with comprehensive documentation detailing each step of the fuzzy clustering algorithm implementation.