Microphone Array Time Delay Estimation and Localization
Least squares method for time delay estimation, with steepest descent algorithm designed for precision localization.
Curve Fitting Using Levenberg-Marquardt Algorithm for Nonlinear Least Squares
MATLAB implementation of the Levenberg-Marquardt algorithm for nonlinear least squares curve fitting, including code examples and parameter optimization guidance.
Fundamental Methods of Pattern Recognition
MATLAB source code implementations for fundamental pattern recognition algorithms including Least Squares, SVM, Neural Networks, K-Nearest Neighbors (KNN), Editing Methods, Feature Selection, and Feature Transformation techniques.
Second-Order Polynomial Estimation of Response Surfaces Using Least Squares Method
Implementation of second-order polynomial estimation for response surfaces via least squares method, featuring high algorithm accuracy with flexible 3D data substitution capabilities and detailed code implementation insights
Research on Vibration Signal Preprocessing Using Detrending Methods
Study of vibration signal preprocessing based on detrending methods, featuring MATLAB simulation analysis with practical implementations including least squares detrending, sinusoidal signal detrending, and moving average techniques with code-specific algorithm explanations.
Kalman Filter Tracking Implementation
Kalman filter tracking program successfully implementing least squares tracking and interacting multiple model (IMM) algorithms
Least Squares Curve Fitting Using PolyFit Function
Function Specification // Function Name: PolyFit // Function Purpose: Implements least squares algorithm for polynomial curve fitting with coefficient calculation
Signal Detrending Using Least Squares Method with MATLAB Implementation
Implementation of signal detrending using least squares method, including MATLAB code for data extraction from Excel files with real measurement data examples.
Least Squares Method Implementation for Binary Classification
MATLAB implementation of least squares method achieving accurate classification between two classes with detailed algorithm explanation and code structure
Comprehensive Channel Estimation Simulation
A comprehensive channel estimation simulation covering Least Squares method, Minimum Mean Square Error method, and Transform Domain approaches with detailed implementation examples.